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No Nama alamat Jenis Kelamin Umur Pendidikan Pekerjaan1 ZULKIFLI LK 34 S1 PNS2 MAWAN LK 30 SMA PEDAGANG3 RIAN LK 29 SMA BURUH4 FEBRI LK 30 S1 PNS5 YANTO LK 35 SMA BURUH6 NAHWAN LK 52 SD WIRASWASTA7 PAISAL LK 40 SMA PEDAGANG8 AL SAFFAT GHAZALI LK 33 SMA WIRAUASAHA9 SYAMSUL RIZAL LK 53 SMA KARYAWAN PTBA

10 NOVAL ARDIAN PRATAMA LK 34 S1 KARYAWAN PERTAMINA11 M.IQBAL LK 43 SMA WIRAUASAHA12 FERDI MELSON R LK 42 S1 KARYAWAN PT.PUSRI13 MARJUNI HARUN LK 55 SMA BURUH14 SUMIYO LK 48 SMA KARYAWAN BUMN15 ISMET NUR HUSNI LK 45 S1 WIRASWASTA16 ADI CHANDRA LK 32 SLTA WIRASWASTA17 SAHRI SANDI WINATA LK 39 SLTP BURUH18 RUDI HARTONO LK 31 SD BURUH19 IR.FIRMANSYAH LK 53 D4 KARYAWAN SWASTA20 EDI NELSON LK 48 SMA GOJEK 21 AMIR HUSIN LK 28 SMA KARYAWAN SWASTA22 FATIR RIZKI LK 40 D3 KARYAWAN SWASTA 23 SARLAN PERKASA LK 35 S1 DISHUB 24 RUSDAN LK 42 S1 GURU25 RUDI PERKASA LK 29 SMA OFFICE BOY 26 S. HABNIN LK 55 SMA PDIKREKTORAT PAJAK27 M. AKBAR LK 33 S1 POLISI

28 Riduan LK 49 S1 PNS29 RIO FEBRIANTO LK 26 S1 POLISI30 DANNY PRADANA LK 27 S1 POLISI31 SALAMAT PURBA LK 55 S2 PNS32 PADRIZAL LK 52 SD WIRAUSAHA33 HAMIDIN SULISTHIO LK 46 D4 WIRASWASTA34 AZHARI BSC LK 53 D3 KARYAWAN SWASTA35 MARDIANTO LK 29 SLTP PNS36 LUKMAN ULHAKIM LK 31 D3 BURUH37 MUHAMAD TOHA ARAFAT,SE,AK LK 44 D4 PNS38 YAN ALBERTHO LK 34 SLTA KARYAWAN SWASTA39 KMS.TAUFI OURRAHMAN,SH LK 47 D4 KARYAWAN SWASTA40 HERMAN LK 25 S1 TNI41 DANIEL LK 30 S1 WIRAUSAHA42 RICO HANIF LK 28 S1 PNS43 BENI PRAKOSO LK 28 SMA BURUH44 SUSANTO LK 35 SLTA BURUH45 ANDIAN LK 30 STM WIRAUSAHA46 YOGI PUTRA LK 40 S1 DISPENDA47 DIDI SAPUTRA LK 34 SLTA WIRAUSAHA48 RUSLAN EFFENDI LK 55 SLTA KARYAWAN SWASTA49 ISHAK HABIBI LK 47 S1 PJKA50 BOBBI LK 52 D4 PLN51 VIVID ARDIANSYAH LK 37 SLTA BURUH52 ARIANTO LK 51 S2 PDAM53 NURALI LK 29 SMA GO JEK54 FEBRI WIJAYA LK 39 SMA PDAM55 BAGUS RAMAHNA LK 28 D4 BURUH56 RAHMAT PURWANTO LK 41 S1 PNS57 ERWIN GUNAWAN LK 36 S1 POLISI58 H.SENEN LK 50 S1 TNI59 ANDIKA KUSUMA LK 43 SMA KARYAWAN SWASTA

60 DIDI KUSUMA WIJAYA LK 27 D3 PNSTotal 2346rata-rata 39.10nilai Maksimum 55Nilai Minimum 25Median 38Modus 34Mean 39.10Range 30Deviasi Rata-rata 8.21Variasi 88.33Standar Deviasi 9.40

Jumlah Anak

Penghasilan

Gaji (Pokok) insentif bonus dagang1 Rp 3,500,000.00 Rp 1,000,000.00 1 Rp 4,000,000.00 Rp 2,500,000.00 2 Rp 2,500,000.00 Rp 200,000.00 2 Rp 5,000,000.00 Rp 1,400,000.00 2 Rp 2,800,000.00 Rp 28,000,000.00 2 Rp 12,000,000.00 Rp 6,000,000.00 3 Rp 4,000,000.00 Rp 40,000,000.00 1 Rp 10,000,000.00 Rp 33,000,000.00 2 Rp 18,000,000.00 Rp 30,000,000.00 2 Rp 20,000,000.00 Rp 48,000,000.00 2 Rp 8,000,000.00 Rp 16,000,000.00 3 Rp 15,000,000.00 Rp 25,000,000.00 6 Rp 2,000,000.00 Rp 500,000.00 3 Rp 4,500,000.00 Rp 500,000.00 3 Rp 5,000,000.00 Rp 500,000.00 3 Rp 3,000,000.00 Rp 300,000.00 1 Rp 2,500,000.00 Rp 500,000.00 2 Rp 2,000,000.00 Rp 200,000.00 2 Rp 5,000,000.00 Rp 500,000.00 3 Rp 3,000,000.00 Rp 500,000.00 1 Rp 2,500,000.00 Rp 5,000,000.00 2 Rp 15,000,000.00 Rp 10,000,000.00 2 Rp 4,000,000.00 Rp 27,000,000.00 2 Rp 4,500,000.00 1 Rp 700,000.00 4 Rp 17,000,000.00 2 Rp 4,000,000.00 Rp 2,000,000.00

3 Rp 10,000,000.00 1 Rp 7,000,000.00 Rp 10,000,000.00 1 Rp 7,000,000.00 Rp 12,000,000.00 4 Rp 9,000,000.00 Rp 7,000,000.00 3 Rp 2,500,000.00 2 Rp 5,500,000.00 Rp 500,000.00 2 Rp 5,000,000.00 Rp 300,000.00 1 Rp 6,000,000.00 Rp 1,000,000.00 2 Rp 3,000,000.00 Rp 50,000.00 1 Rp 7,500,000.00 Rp 500,000.00 2 Rp 4,500,000.00 Rp 400,000.00 3 Rp 5,000,000.00 Rp 3,000,000.00 2 Rp 5,000,000.00 2 Rp 10,000,000.00 2 Rp 2,800,000.00 1 Rp 2,700,000.00 Rp 200,000.00 2 Rp 2,600,000.00 3 Rp 28,000,000.00 2 Rp 5,000,000.00 Rp 500,000.00 2 Rp 15,000,000.00 3 Rp 2,000,000.00 Rp 500,000.00 2 Rp 6,000,000.00 Rp 1,500,000.00 3 Rp 4,500,000.00 Rp 1,000,000.00 2 Rp 2,500,000.00 4 Rp 16,000,000.00 Rp 10,000,000.00 1 Rp 3,000,000.00 2 Rp 2,800,000.00 Rp 500,000.00 1 Rp 2,500,000.00 Rp 200,000.00 2 Rp 3,500,000.00 3 Rp 5,000,000.00 Rp 1,500,000.00 2 Rp 4,500,000.00 Rp 2,000,000.00 2 Rp 3,400,000.00 Rp 500,000.00

1 Rp 3,000,000.00 129 Rp 381,300,000.00 Rp 331,750,000.00

2.15 Rp 6,355,000.00 Rp 7,372,222.22 6 Rp 28,000,000.00 Rp 48,000,000.00 1 Rp 700,000.00 Rp 50,000.00 2 Rp 4,500,000.00 Rp 1,000,000.00 2 Rp 5,000,000.00 Rp 500,000.00

2.15 Rp 6,355,000.00 Rp 7,372,222.22 5 Rp 27,300,000.00 Rp 47,950,000.00

0.68 Rp 3,882,166.67 Rp 8,912,592.59 0.91 Rp 28,545,906,779,661.00 Rp 146,169,949,494,950.00 0.95 Rp 5,342,836.96 Rp 12,090,076.49

Total Pengeluran

RpKonsumsi Makanan

Beras Gula Minyak Sayur Rp 4,500,000.00 Rp 350,000.00 Rp 38,000.00 Rp 33,000.00 Rp 6,500,000.00 Rp 300,000.00 Rp 20,000.00 Rp 22,000.00 Rp 2,700,000.00 Rp 250,000.00 Rp 20,000.00 Rp 22,000.00 Rp 6,400,000.00 Rp 340,000.00 Rp 30,000.00 Rp 28,000.00 Rp 30,800,000.00 Rp 267,000.00 Rp 22,000.00 Rp 15,000.00 Rp 18,000,000.00 Rp 400,000.00 Rp 25,000.00 Rp 33,000.00 Rp 44,000,000.00 Rp 420,000.00 Rp 43,000.00 Rp 40,000.00 Rp 43,000,000.00 Rp 85,000.00 Rp 7,500.00 Rp 50,000.00 Rp 48,000,000.00 Rp 220,000.00 Rp 12,200.00 Rp 840,000.00 Rp 68,000,000.00 Rp 350,000.00 Rp 20,000.00 Rp 75,000.00 Rp 24,000,000.00 Rp 98,000.00 Rp 8,000.00 Rp 45,000.00 Rp 40,000,000.00 Rp 289,000.00 Rp 79,000.00 Rp 2,500,000.00 Rp 150,000.00 Rp 50,000.00 Rp 44,000.00 Rp 5,000,000.00 Rp 220,000.00 Rp 32,000.00 Rp 44,000.00 Rp 5,500,000.00 Rp 220,000.00 Rp 100,000.00 Rp 88,000.00 Rp 3,300,000.00 Rp 120,000.00 Rp 25,000.00 Rp 22,000.00 Rp 3,000,000.00 Rp 110,000.00 Rp 28,000.00 Rp 33,000.00 Rp 2,200,000.00 Rp 130,000.00 Rp 25,000.00 Rp 22,000.00 Rp 5,500,000.00 Rp 220,000.00 Rp 45,000.00 Rp 44,000.00 Rp 3,500,000.00 Rp 500,000.00 Rp 10,000.00 Rp 40,000.00 Rp 7,500,000.00 Rp 80,000.00 Rp 40,000.00 Rp 60,000.00 Rp 25,000,000.00 Rp 65,000.00 Rp 12,000.00 Rp 45,000.00 Rp 31,000,000.00 Rp 400,000.00 Rp 300,000.00 Rp 200,000.00 Rp 4,500,000.00 Rp 200,000.00 Rp 40,000.00 Rp 80,000.00 Rp 700,000.00 Rp 60,000.00 Rp 20,000.00 Rp 30,000.00 Rp 17,000,000.00 Rp 1,500,000.00 Rp 150,000.00 Rp 300,000.00 Rp 6,000,000.00 Rp 80,000.00 Rp 25,000.00 Rp 32,000.00

Rp 10,000,000.00 Rp 400,000.00 Rp 100,000.00 Rp 66,000.00 Rp 17,000,000.00 Rp 250,000.00 Rp 15,000.00 Rp 22,000.00 Rp 19,000,000.00 Rp 250,000.00 Rp 15,000.00 Rp 11,000.00 Rp 16,000,000.00 Rp 250,000.00 Rp 11,000.00 Rp 22,000.00 Rp 2,500,000.00 Rp 300,000.00 Rp 22,000.00 Rp 22,000.00 Rp 6,000,000.00 Rp 220,000.00 Rp 15,000.00 Rp 44,000.00 Rp 5,300,000.00 Rp 150,000.00 Rp 15,000.00 Rp 44,000.00 Rp 7,000,000.00 Rp 150,000.00 Rp 10,000.00 Rp 22,000.00 Rp 3,050,000.00 Rp 220,000.00 Rp 20,000.00 Rp 44,000.00 Rp 8,000,000.00 Rp 150,000.00 Rp 10,000.00 Rp 22,000.00 Rp 4,900,000.00 Rp 220,000.00 Rp 15,000.00 Rp 44,000.00 Rp 8,000,000.00 Rp 300,000.00 Rp 20,000.00 Rp 55,000.00 Rp 5,000,000.00 Rp 200,000.00 Rp 11,000.00 Rp 22,000.00 Rp 10,000,000.00 Rp 250,000.00 Rp 22,000.00 Rp 11,000.00 Rp 2,800,000.00 Rp 300,000.00 Rp 16,000.00 Rp 22,000.00 Rp 2,900,000.00 Rp 240,000.00 Rp 35,000.00 Rp 30,000.00 Rp 2,600,000.00 Rp 350,000.00 Rp 30,000.00 Rp 33,000.00 Rp 28,000,000.00 Rp 250,000.00 Rp 20,000.00 Rp 11,000.00 Rp 5,500,000.00 Rp 350,000.00 Rp 22,000.00 Rp 26,000.00 Rp 15,000,000.00 Rp 260,000.00 Rp 33,000.00 Rp 22,000.00 Rp 2,500,000.00 Rp 400,000.00 Rp 40,000.00 Rp 30,000.00 Rp 7,500,000.00 Rp 300,000.00 Rp 22,000.00 Rp 33,000.00 Rp 5,500,000.00 Rp 340,000.00 Rp 33,000.00 Rp 22,000.00 Rp 2,500,000.00 Rp 300,000.00 Rp 22,000.00 Rp 25,000.00 Rp 26,000,000.00 Rp 400,000.00 Rp 35,000.00 Rp 22,000.00 Rp 3,000,000.00 Rp 200,000.00 Rp 11,000.00 Rp 15,000.00 Rp 3,300,000.00 Rp 300,000.00 Rp 22,000.00 Rp 25,000.00 Rp 2,700,000.00 Rp 250,000.00 Rp 22,000.00 Rp 30,000.00 Rp 3,500,000.00 Rp 320,000.00 Rp 22,000.00 Rp 22,000.00 Rp 6,500,000.00 Rp 380,000.00 Rp 11,000.00 Rp 11,000.00 Rp 6,500,000.00 Rp 320,000.00 Rp 22,000.00 Rp 25,000.00 Rp 3,900,000.00 Rp 300,000.00 Rp 25,000.00 Rp 22,000.00

Rp 3,000,000.00 Rp 250,000.00 Rp 30,000.00 Rp 33,000.00 Rp 713,050,000.00 Rp 16,544,000.00 Rp 1,921,700.00 Rp 3,276,000.00 Rp 11,884,166.67 Rp 275,733.33 Rp 32,571.19 Rp 54,600.00 Rp 68,000,000.00 Rp 1,500,000.00 Rp 300,000.00 Rp 840,000.00 Rp 700,000.00 Rp 60,000.00 Rp 7,500.00 Rp 11,000.00 Rp 5,750,000.00 Rp 250,000.00 Rp 22,000.00 Rp 30,000.00 Rp 2,500,000.00 Rp 300,000.00 Rp 22,000.00 Rp 22,000.00 Rp 11,884,166.67 Rp 275,733.33 Rp 32,571.19 Rp 54,600.00 Rp 67,300,000.00 Rp 1,440,000.00 Rp 292,500.00 Rp 829,000.00 Rp 10,258,972.22 Rp 101,331.11 Rp 20,116.35 Rp 43,233.33 Rp 191,731,482,344,633.00 Rp 35,842,910,734.46 Rp 1,810,431,741.67 Rp 12,545,667,796.61 Rp 13,846,713.77 Rp 189,322.24 Rp 42,549.17 Rp 112,007.45

PengeluranKonsumsi Makanan Total Belanja Sandang

Kopi Tehh Rp Baju Rp 25,000.00 Rp 446,000.00 Rp 1,500,000.00 Rp 20,000.00 Rp 362,000.00 Rp 850,000.00 Rp 28,000.00 Rp 320,000.00 Rp 700,000.00 Rp 30,000.00 Rp 10,000.00 Rp 438,000.00 Rp 2,000,000.00 Rp 14,000.00 Rp 23,000.00 Rp 341,000.00 Rp 1,000,000.00

Rp 24,000.00 Rp 482,000.00 Rp 4,000,000.00 Rp 25,000.00 Rp 24,000.00 Rp 552,000.00 Rp 1,300,000.00 Rp 18,000.00 Rp 160,500.00 Rp 1,000,000.00 Rp 13,000.00 Rp 10,000.00 Rp 1,095,200.00 Rp 10,000,000.00

Rp 17,000.00 Rp 462,000.00 Rp 8,000,000.00 Rp 5,000.00 Rp 156,000.00 Rp 800,000.00 Rp 11,000.00 Rp 379,000.00 Rp 6,000,000.00

Rp 20,000.00 Rp 7,000.00 Rp 271,000.00 Rp 1,000,000.00 Rp 10,000.00 Rp 306,000.00 Rp 1,000,000.00

Rp 42,000.00 Rp 21,000.00 Rp 471,000.00 Rp 2,000,000.00 Rp 10,000.00 Rp 177,000.00 Rp 500,000.00 Rp 24,000.00 Rp 195,000.00 Rp 600,000.00 Rp 10,000.00 Rp 187,000.00 Rp 400,000.00

Rp 5,000.00 Rp 314,000.00 Rp 500,000.00 Rp 10,000.00 Rp 10,000.00 Rp 570,000.00 Rp 200,000.00

Rp 20,000.00 Rp 200,000.00 Rp 100,000.00 Rp 12,000.00 Rp 134,000.00 Rp 1,000,000.00

Rp 300,000.00 Rp 250,000.00 Rp 1,450,000.00 Rp 700,000.00 Rp 50,000.00 Rp 40,000.00 Rp 410,000.00 Rp 400,000.00 Rp 30,000.00 Rp 25,000.00 Rp 165,000.00 Rp 200,000.00

Rp 100,000.00 Rp 2,050,000.00 Rp 3,000,000.00 Rp 8,000.00 Rp 145,000.00 Rp 250,000.00

Rp 10,000.00 Rp 576,000.00 Rp 1,000,000.00 Rp 15,000.00 Rp 302,000.00 Rp 4,000,000.00

Rp 15,000.00 Rp 291,000.00 Rp 4,000,000.00 Rp 15,000.00 Rp 298,000.00 Rp 5,000,000.00 Rp 10,000.00 Rp 354,000.00 Rp 2,000,000.00

Rp 10,000.00 Rp 289,000.00 Rp 1,600,000.00 Rp 20,000.00 Rp 229,000.00 Rp 2,000,000.00 Rp 10,000.00 Rp 192,000.00 Rp 3,000,000.00 Rp 32,000.00 Rp 316,000.00 Rp 2,000,000.00 Rp 30,000.00 Rp 212,000.00 Rp 3,000,000.00 Rp 20,000.00 Rp 20,000.00 Rp 319,000.00 Rp 5,000,000.00 Rp 40,000.00 Rp 15,000.00 Rp 430,000.00 Rp 3,500,000.00

Rp 12,000.00 Rp 245,000.00 Rp 2,300,000.00 Rp 10,000.00 Rp 20,000.00 Rp 313,000.00 Rp 4,000,000.00

Rp 15,000.00 Rp 353,000.00 Rp 3,500,000.00 Rp 20,000.00 Rp 325,000.00 Rp 2,000,000.00 Rp 10,000.00 Rp 423,000.00 Rp 1,500,000.00 Rp 15,000.00 Rp 296,000.00 Rp 5,000,000.00 Rp 20,000.00 Rp 418,000.00 Rp 2,300,000.00

Rp 15,000.00 Rp 330,000.00 Rp 4,500,000.00 Rp 10,000.00 Rp 10,000.00 Rp 490,000.00 Rp 1,000,000.00 Rp 22,000.00 Rp 377,000.00 Rp 800,000.00

Rp 20,000.00 Rp 415,000.00 Rp 2,300,000.00 Rp 15,000.00 Rp 12,000.00 Rp 374,000.00 Rp 1,500,000.00 Rp 20,000.00 Rp 477,000.00 Rp 2,000,000.00 Rp 20,000.00 Rp 246,000.00 Rp 1,300,000.00 Rp 12,000.00 Rp 20,000.00 Rp 379,000.00 Rp 2,200,000.00 Rp 15,000.00 Rp 317,000.00 Rp 1,200,000.00

Rp 20,000.00 Rp 384,000.00 Rp 2,800,000.00 Rp 15,000.00 Rp 417,000.00 Rp 3,000,000.00

Rp 15,000.00 Rp 18,000.00 Rp 400,000.00 Rp 2,000,000.00 Rp 20,000.00 Rp 367,000.00 Rp 2,500,000.00

Rp 15,000.00 Rp 328,000.00 Rp 2,000,000.00 Rp 1,065,000.00 Rp 914,000.00 Rp 23,720,700.00 Rp 134,800,000.00 Rp 27,307.69 Rp 24,052.63 Rp 395,345.00 Rp 2,246,666.67 Rp 300,000.00 Rp 250,000.00 Rp 2,050,000.00 Rp 10,000,000.00 Rp 10,000.00 Rp 5,000.00 Rp 134,000.00 Rp 100,000.00 Rp 20,000.00 Rp 15,000.00 Rp 335,500.00 Rp 2,000,000.00 Rp 20,000.00 Rp 10,000.00 Rp 379,000.00 Rp 2,000,000.00 Rp 27,307.69 Rp 24,052.63 Rp 395,345.00 Rp 2,246,666.67 Rp 290,000.00 Rp 245,000.00 Rp 1,916,000.00 Rp 9,900,000.00 Rp 17,242.60 Rp 16,778.39 Rp 152,176.67 Rp 1,375,777.78 Rp 2,099,534,412.96 Rp 1,649,780,938.83 Rp 88,422,510,991.53 Rp 3,612,615,819,209.04 Rp 45,820.68 Rp 40,617.50 Rp 297,359.23 Rp 1,900,688.25

PengeluranBelanja Sandang

Sepatu/Sandal Perhiasan Jam Tangan Celana/Rok Rp 500,000.00 Rp 700,000.00 Rp 420,000.00 Rp 1,000,000.00 Rp 450,000.00 Rp 1,400,000.00 Rp 500,000.00 Rp 680,000.00 Rp 300,000.00 Rp 2,800,000.00 Rp 350,000.00 Rp 700,000.00 Rp 1,200,000.00 Rp 3,000,000.00 Rp 1,000,000.00 Rp 1,800,000.00 Rp 278,000.00 Rp 1,400,000.00 Rp 56,000.00 Rp 855,000.00 Rp 1,000,000.00 Rp 6,200,000.00 Rp 2,500,000.00 Rp 2,500,000.00 Rp 450,000.00 Rp 1,600,000.00 Rp 475,000.00 Rp 920,000.00 Rp 450,000.00 Rp 1,500,000.00 Rp 200,000.00 Rp 1,000,000.00 Rp 430,000.00 Rp 5,000,000.00 Rp 1,000,000.00 Rp 10,000,000.00 Rp 550,000.00 Rp 2,500,000.00 Rp 1,000,000.00 Rp 8,000,000.00 Rp 250,000.00 Rp 1,200,000.00 Rp 150,000.00 Rp 800,000.00 Rp 600,000.00 Rp 1,500,000.00 Rp 200,000.00 Rp 6,000,000.00 Rp 600,000.00 Rp 1,500,000.00 Rp 45,000.00 Rp 350,000.00 Rp 500,000.00 Rp 1,500,000.00 Rp 250,000.00 Rp 500,000.00 Rp 1,000,000.00 Rp 3,000,000.00 Rp 245,000.00 Rp 500,000.00 Rp 300,000.00 Rp 750,000.00 Rp 70,000.00 Rp 300,000.00

### Rp 150,000.00 Rp 90,000.00 Rp 350,000.00 Rp 150,000.00 Rp 75,000.00 Rp 70,000.00 Rp 300,000.00 Rp 200,000.00 Rp 150,000.00 Rp 90,000.00 Rp 600,000.00 Rp 180,000.00 Rp 400,000.00 Rp 200,000.00 Rp 20,000.00 Rp 150,000.00 Rp 80,000.00 Rp 30,000.00 Rp 1,000,000.00 Rp 700,000.00 Rp 2,000,000.00 Rp 600,000.00 Rp 400,000.00

### Rp 500,000.00 Rp 50,000.00 Rp 250,000.00 Rp 30,000.00 Rp 150,000.00 Rp 1,200,000.00 Rp 1,000,000.00 Rp 400,000.00 Rp 2,800,000.00 Rp 192,000.00 Rp 65,000.00 Rp 165,000.00

Rp 1,000,000.00 Rp 3,000,000.00 Rp 250,000.00 Rp 400,000.00 Rp 1,250,000.00 Rp 6,500,000.00 Rp 1,000,000.00 Rp 3,900,000.00 Rp 2,300,000.00 Rp 6,000,000.00 Rp 1,500,000.00 Rp 3,800,000.00 Rp 1,500,000.00 Rp 50,000,000.00 Rp 2,500,000.00 Rp 800,000.00 Rp 1,000,000.00 Rp 2,000,000.00 Rp 400,000.00 Rp 1,500,000.00 Rp 90,000.00 Rp 4,000,000.00 Rp 500,000.00 Rp 3,000,000.00 Rp 100,000.00 Rp 3,500,000.00 Rp 300,000.00 Rp 150,000.00 ### Rp 3,000,000.00 Rp 400,000.00 Rp 2,500,000.00 Rp 50,000.00 Rp 2,500,000.00 Rp 350,000.00 Rp 3,000,000.00 Rp 200,000.00 Rp 1,000,000.00 Rp 450,000.00 Rp 1,500,000.00 Rp 150,000.00 Rp 1,500,000.00 Rp 500,000.00 Rp 3,000,000.00 Rp 250,000.00 Rp 2,000,000.00 Rp 800,000.00 Rp 1,000,000.00 Rp 1,100,000.00 Rp 2,500,000.00 Rp 2,200,000.00 Rp 400,000.00 Rp 3,000,000.00 Rp 1,200,000.00 Rp 500,000.00 Rp 2,200,000.00 Rp 1,000,000.00 Rp 1,500,000.00 Rp 200,000.00 Rp 2,500,000.00 Rp 2,300,000.00 Rp 2,000,000.00 Rp 1,800,000.00 Rp 1,500,000.00 Rp 1,000,000.00 ### Rp 500,000.00 Rp 600,000.00 Rp 300,000.00 Rp 1,500,000.00 Rp 2,500,000.00 Rp 6,000,000.00 Rp 2,000,000.00 Rp 4,000,000.00 Rp 400,000.00 Rp 400,000.00 ### Rp 1,200,000.00 Rp 1,500,000.00 Rp 3,000,000.00 ### Rp 1,000,000.00 Rp 1,500,000.00 Rp 2,200,000.00 Rp 1,500,000.00 Rp 800,000.00 Rp 200,000.00 Rp 8,000,000.00 Rp 5,000,000.00 Rp 9,000,000.00 Rp 3,500,000.00 Rp 4,500,000.00 Rp 2,000,000.00 Rp 500,000.00 Rp 600,000.00 Rp 1,500,000.00 Rp 1,000,000.00 Rp 50,000.00 Rp 1,200,000.00 Rp 2,200,000.00 Rp 200,000.00 Rp 100,000.00 Rp 2,000,000.00 Rp 1,200,000.00 Rp 200,000.00 Rp 1,800,000.00 Rp 500,000.00 Rp 300,000.00 Rp 1,000,000.00 Rp 600,000.00 Rp 1,000,000.00 Rp 300,000.00 Rp 2,500,000.00 Rp 1,000,000.00 Rp 500,000.00 Rp 200,000.00 Rp 1,500,000.00

Rp 1,800,000.00 Rp 600,000.00 Rp 2,100,000.00 Rp 54,010,000.00 Rp 153,425,000.00 Rp 22,316,000.00 Rp 121,900,000.00 Rp 900,166.67 Rp 2,841,203.70 Rp 474,808.51 Rp 2,031,666.67 Rp 5,000,000.00 Rp 50,000,000.00 Rp 3,500,000.00 Rp 10,000,000.00 Rp 20,000.00 Rp 75,000.00 Rp 45,000.00 Rp 80,000.00 Rp 575,000.00 Rp 1,500,000.00 Rp 245,000.00 Rp 1,500,000.00 Rp 1,000,000.00 Rp 1,500,000.00 Rp 200,000.00 Rp 1,000,000.00 Rp 900,166.67 Rp 2,841,203.70 Rp 474,808.51 Rp 2,031,666.67 Rp 4,980,000.00 Rp 49,925,000.00 Rp 3,455,000.00 Rp 9,920,000.00 Rp 601,533.33 Rp 2,589,746.23 Rp 424,565.87 Rp 1,393,444.44 Rp 710,307,564,971.75 Rp 46,297,102,769,042.60 Rp 457,928,462,534.69 Rp 4,007,004,802,259.89 Rp 842,797.46 Rp 6,804,197.44 Rp 676,704.12 Rp 2,001,750.43

PengeluranBelanja Sandang Total Energi & Komunikasi

Jilbab Rp Listrik PDAM Rp 267,000.00 Rp 4,387,000.00 Rp 100,000.00 Rp 90,000.00

Rp 3,880,000.00 Rp 100,000.00 Rp 80,000.00 Rp 150,000.00 Rp 5,000,000.00 Rp 80,000.00 Rp 60,000.00

Rp 9,000,000.00 Rp 120,000.00 Rp 75,000.00 Rp 3,589,000.00 Rp 200,000.00 Rp 95,000.00

Rp 500,000.00 Rp 16,700,000.00 Rp 150,000.00 Rp 300,000.00 Rp 185,000.00 Rp 4,930,000.00 Rp 170,000.00 Rp 100,000.00

Rp 4,150,000.00 Rp 85,000.00 Rp 100,000.00 Rp 26,430,000.00 Rp 600,000.00 Rp 200,000.00 Rp 20,050,000.00 Rp 200,000.00 ###

Rp 65,000.00 Rp 3,265,000.00 Rp 200,000.00 ### Rp 14,300,000.00 Rp 150,000.00 Rp 100,000.00

Rp 100,000.00 Rp 3,595,000.00 Rp 125,000.00 Rp 200,000.00 Rp 150,000.00 Rp 3,900,000.00 Rp 300,000.00 Rp 200,000.00 Rp 300,000.00 Rp 7,045,000.00 Rp 400,000.00 Rp 300,000.00 Rp 50,000.00 Rp 1,970,000.00 Rp 200,000.00 Rp 150,000.00 Rp 100,000.00 Rp 1,590,000.00 Rp 150,000.00 Rp 100,000.00 Rp 100,000.00 Rp 1,095,000.00 Rp 125,000.00 Rp 75,000.00 Rp 200,000.00 Rp 1,740,000.00 Rp 200,000.00 ### Rp 100,000.00 Rp 1,080,000.00 Rp 100,000.00 Rp 120,000.00 Rp 30,000.00 Rp 380,000.00 Rp 40,000.00 Rp 35,000.00

Rp 2,030,000.00 Rp 100,000.00 Rp 65,000.00 Rp 200,000.00 Rp 4,600,000.00 Rp 300,000.00 Rp 320,000.00

Rp 1,600,000.00 Rp 250,000.00 Rp 230,000.00 Rp 40,000.00 Rp 420,000.00 Rp 50,000.00 Rp 55,000.00 Rp 400,000.00 Rp 8,800,000.00 Rp 400,000.00 ###

Rp 672,000.00 Rp 250,000.00 Rp 125,000.00

Rp 5,650,000.00 Rp 200,000.00 Rp 100,000.00 Rp 400,000.00 Rp 17,050,000.00 Rp 90,000.00 ### Rp 750,000.00 Rp 18,350,000.00 Rp 100,000.00 ###

Rp 59,000,000.00 Rp 120,000.00 Rp 300,000.00 Rp 200,000.00 Rp 6,000,000.00 Rp 100,000.00 Rp 250,000.00 Rp 150,000.00 Rp 7,740,000.00 Rp 200,000.00 Rp 125,000.00 Rp 200,000.00 Rp 9,300,000.00 Rp 300,000.00 Rp 200,000.00 Rp 500,000.00 Rp 7,100,000.00 Rp 250,000.00 Rp 150,000.00 Rp 120,000.00 Rp 7,570,000.00 Rp 200,000.00 ### Rp 100,000.00 Rp 7,650,000.00 Rp 300,000.00 Rp 150,000.00 Rp 150,000.00 Rp 8,750,000.00 Rp 150,000.00 Rp 250,000.00 Rp 250,000.00 Rp 9,500,000.00 Rp 400,000.00 Rp 300,000.00 Rp 200,000.00 Rp 5,400,000.00 Rp 100,000.00 Rp 250,000.00 Rp 300,000.00 Rp 12,400,000.00 Rp 150,000.00 Rp 110,000.00 Rp 220,000.00 Rp 7,620,000.00 Rp 200,000.00 Rp 280,000.00 Rp 100,000.00 Rp 7,300,000.00 Rp 250,000.00 Rp 150,000.00 Rp 80,000.00 Rp 7,680,000.00 Rp 240,000.00 Rp 100,000.00 Rp 200,000.00 Rp 8,700,000.00 Rp 210,000.00 Rp 300,000.00 Rp 230,000.00 Rp 5,430,000.00 Rp 100,000.00 Rp 98,000.00 Rp 150,000.00 Rp 19,150,000.00 Rp 150,000.00 Rp 72,000.00 Rp 250,000.00 Rp 3,650,000.00 Rp 220,000.00 Rp 87,000.00 Rp 140,000.00 Rp 8,440,000.00 Rp 90,000.00 Rp 100,000.00 Rp 150,000.00 Rp 7,150,000.00 Rp 200,000.00 Rp 98,000.00 Rp 200,000.00 Rp 12,200,000.00 Rp 150,000.00 Rp 250,000.00 Rp 250,000.00 Rp 24,250,000.00 Rp 230,000.00 Rp 178,000.00 Rp 300,000.00 Rp 6,200,000.00 Rp 100,000.00 Rp 300,000.00 Rp 180,000.00 Rp 4,630,000.00 Rp 200,000.00 Rp 89,000.00 Rp 250,000.00 Rp 5,950,000.00 Rp 120,000.00 Rp 55,000.00 Rp 150,000.00 Rp 6,150,000.00 Rp 80,000.00 Rp 83,000.00 Rp 250,000.00 Rp 5,050,000.00 Rp 100,000.00 Rp 76,000.00 Rp 300,000.00 Rp 6,700,000.00 Rp 150,000.00 Rp 100,000.00 Rp 200,000.00 Rp 5,900,000.00 Rp 120,000.00 Rp 55,000.00

Rp 180,000.00 Rp 6,680,000.00 Rp 100,000.00 Rp 120,000.00 Rp 10,037,000.00 Rp 496,488,000.00 Rp 10,815,000.00 Rp 9,341,000.00 Rp 209,104.17 Rp 8,274,800.00 Rp 180,250.00 Rp 155,683.33 Rp 750,000.00 Rp 59,000,000.00 Rp 600,000.00 Rp 400,000.00 Rp 30,000.00 Rp 380,000.00 Rp 40,000.00 Rp 35,000.00 Rp 200,000.00 Rp 6,175,000.00 Rp 150,000.00 Rp 120,000.00 Rp 200,000.00 Rp 100,000.00 Rp 100,000.00 Rp 209,104.17 Rp 8,274,800.00 Rp 180,250.00 Rp 155,683.33 Rp 720,000.00 Rp 58,620,000.00 Rp 560,000.00 Rp 365,000.00 Rp 90,092.88 Rp 5,114,120.00 Rp 74,441.67 Rp 74,242.78 Rp 17,339,584,663.12 Rp 76,492,130,027,118.60 Rp 10,028,326,271.19 Rp 7,573,609,887.01 Rp 131,679.86 Rp 8,745,977.93 Rp 100,141.53 Rp 87,026.49

PengeluranEnergi & Komunikasi Total

Gas M. Tanah Telp Pulsa Rp Rp 42,000.00 Rp 64,000.00 Rp 150,000.00 Rp 446,000.00 Rp 38,000.00 Rp 100,000.00 Rp 318,000.00 Rp 38,000.00 Rp 80,000.00 Rp 258,000.00 Rp 42,000.00 Rp 50,000.00 Rp 200,000.00 Rp 487,000.00 Rp 38,000.00 Rp 210,000.00 Rp 543,000.00 Rp 60,000.00 Rp 300,000.00 Rp 810,000.00 Rp 74,000.00 Rp 240,000.00 Rp 584,000.00 Rp 74,000.00 Rp 100,000.00 Rp 359,000.00 Rp 185,000.00 Rp 200,000.00 Rp 300,000.00 Rp 1,485,000.00 Rp 160,000.00 Rp 100,000.00 Rp 100,000.00 Rp 760,000.00 Rp 42,000.00 Rp 100,000.00 Rp 542,000.00 Rp 74,000.00 Rp 85,000.00 Rp 150,000.00 Rp 559,000.00 Rp 72,000.00 Rp 80,000.00 Rp 477,000.00 Rp 36,000.00 Rp 100,000.00 Rp 636,000.00 Rp 144,000.00 Rp 200,000.00 Rp 1,044,000.00 Rp 72,000.00 Rp 120,000.00 Rp 542,000.00 Rp 36,000.00 Rp 80,000.00 Rp 366,000.00 Rp 36,000.00 Rp 60,000.00 Rp 296,000.00 Rp 72,000.00 Rp 120,000.00 Rp 592,000.00 Rp 60,000.00 Rp 50,000.00 Rp 330,000.00 Rp 24,000.00 Rp 99,000.00 Rp 24,000.00 Rp 100,000.00 Rp 289,000.00 Rp 80,000.00 Rp 100,000.00 Rp 800,000.00 Rp 80,000.00 Rp 70,000.00 Rp 630,000.00 Rp 40,000.00 Rp 20,000.00 Rp 165,000.00 Rp 400,000.00 Rp 150,000.00 Rp 170,000.00 Rp 1,520,000.00 Rp 29,000.00 Rp 100,000.00 Rp 504,000.00

Rp 72,000.00 Rp 350,000.00 Rp 51,487,000.00 Rp 50,000.00 Rp 300,000.00 Rp 530,000.00 Rp 66,000.00 Rp 200,000.00 Rp 466,000.00 Rp 660,000.00 Rp 250,000.00 Rp 1,330,000.00 Rp 700,000.00 Rp 100,000.00 Rp 1,150,000.00 Rp 72,000.00 Rp 80,000.00 Rp 477,000.00 Rp 56,000.00 Rp 100,000.00 Rp 656,000.00 Rp 36,000.00 Rp 120,000.00 Rp 556,000.00 Rp 72,000.00 Rp 100,000.00 Rp 572,000.00 Rp 36,000.00 Rp 300,000.00 Rp 786,000.00 Rp 56,000.00 Rp 100,000.00 Rp 556,000.00 Rp 72,000.00 Rp 500,000.00 Rp 1,272,000.00 Rp 65,000.00 Rp 100,000.00 Rp 515,000.00 Rp 120,000.00 Rp 50,000.00 Rp 430,000.00 Rp 89,000.00 Rp 25,000.00 Rp 594,000.00 Rp 45,000.00 Rp 25,000.00 Rp 470,000.00 Rp 133,000.00 Rp 50,000.00 Rp 523,000.00 Rp 89,000.00 Rp 100,000.00 Rp 699,000.00 Rp 190,000.00 Rp 50,000.00 Rp 438,000.00 Rp 55,000.00 Rp 10,000.00 Rp 287,000.00 Rp 67,000.00 Rp 12,000.00 Rp 386,000.00 Rp 68,000.00 Rp 5,000.00 Rp 263,000.00 Rp 94,000.00 Rp 50,000.00 Rp 442,000.00 Rp 54,000.00 Rp 10,000.00 Rp 464,000.00 Rp 167,000.00 Rp 12,000.00 Rp 587,000.00 Rp 67,000.00 Rp 25,000.00 Rp 492,000.00 Rp 89,000.00 Rp 50,000.00 Rp 428,000.00 Rp 45,000.00 Rp 100,000.00 Rp 320,000.00 Rp 36,000.00 Rp 50,000.00 Rp 249,000.00 Rp 56,000.00 Rp 25,000.00 Rp 257,000.00 Rp 88,000.00 Rp 50,000.00 Rp 388,000.00 Rp 120,000.00 Rp 25,000.00 Rp 320,000.00

Rp 78,000.00 Rp 100,000.00 Rp 398,000.00 Rp 5,835,000.00 Rp 220,000.00 Rp 839,000.00 Rp 6,414,000.00 Rp 84,229,000.00 Rp 97,250.00 Rp 73,333.33 Rp 104,875.00 Rp 118,777.78 Rp 1,403,816.67 Rp 700,000.00 Rp 150,000.00 Rp 200,000.00 Rp 500,000.00 Rp 51,487,000.00 Rp 24,000.00 Rp 20,000.00 Rp 50,000.00 Rp 5,000.00 Rp 99,000.00 Rp 67,500.00 Rp 50,000.00 Rp 92,500.00 Rp 100,000.00 Rp 498,000.00 Rp 72,000.00 Rp 100,000.00 Rp 100,000.00 Rp 542,000.00 Rp 97,250.00 Rp 73,333.33 Rp 104,875.00 Rp 118,777.78 Rp 1,403,816.67 Rp 676,000.00 Rp 130,000.00 Rp 150,000.00 Rp 505,000.00 Rp 51,388,000.00 Rp 63,641.67 Rp 51,111.11 Rp 40,062.50 Rp 73,732.51 Rp 1,676,018.33 Rp 15,142,427,966.10 Rp 4,633,333,333.33 Rp 2,804,410,714.29 Rp 10,252,779,874.21 Rp 43,322,551,677,683.60 Rp 123,054.57 Rp 68,068.59 Rp 52,956.69 Rp 101,256.01 Rp 6,581,986.91

PengeluranKesehatan & Kecantikan Total

Vitamin Pijat Obat dll Rp Rp 11,000.00 Rp 150,000.00 Rp 50,000.00 Rp 45,000.00 Rp 256,000.00 Rp 50,000.00 Rp 500,000.00 Rp 113,500.00 Rp 663,500.00

Rp 25,000.00 Rp 55,000.00 Rp 100,000.00 Rp 180,000.00 Rp 23,000.00 Rp 250,000.00 Rp 100,000.00 Rp 245,000.00 Rp 618,000.00

Rp 30,000.00 Rp 300,000.00 Rp 125,000.00 Rp 455,000.00 Rp 30,000.00 Rp 100,000.00 Rp 200,000.00 Rp 72,000.00 Rp 305,000.00

Rp 25,000.00 Rp 210,000.00 Rp 70,000.00 Rp 305,000.00 Rp 68,000.00 Rp 68,000.00

Rp 12,000.00 Rp 150,000.00 Rp 162,000.00 Rp 50,000.00 Rp 60,000.00 Rp 150,000.00 Rp 260,000.00

Rp 8,000.00 Rp 50,000.00 Rp 58,000.00 Rp 150,000.00 Rp 150,000.00 Rp 50,000.00 Rp 96,000.00 Rp 146,000.00 Rp 100,000.00 Rp 70,000.00 Rp 170,000.00

Rp 100,000.00 Rp 200,000.00 Rp 220,000.00 Rp 520,000.00 Rp 25,000.00 Rp 50,000.00 Rp 150,000.00 Rp 100,000.00 Rp 325,000.00

Rp 100,000.00 Rp 150,000.00 Rp 250,000.00 Rp 150,000.00 Rp 75,000.00 Rp 225,000.00 Rp 300,000.00 Rp 200,000.00 Rp 500,000.00 Rp 50,000.00 Rp 50,000.00

Rp 30,000.00 Rp 88,000.00 Rp 118,000.00 Rp 78,000.00 Rp 99,000.00 Rp 177,000.00

Rp 400,000.00 Rp 500,000.00 ### Rp 1,400,000.00 Rp 300,000.00 Rp 550,000.00 Rp 850,000.00

Rp 155,000.00 Rp 155,000.00 Rp 50,000.00 Rp 300,000.00 Rp 370,000.00 Rp 720,000.00

Rp 57,000.00 Rp 41,000.00 Rp 98,000.00

Rp 50,000.00 ### Rp 500,000.00 Rp 40,000.00 Rp 640,000.00 Rp 100,000.00 Rp 20,000.00 Rp 800,000.00 Rp 920,000.00 Rp 100,000.00 Rp 60,000.00 Rp 1,140,000.00 Rp 1,300,000.00 Rp 50,000.00 Rp 60,000.00 Rp 110,000.00 Rp 20,000.00 ### Rp 20,000.00 Rp 60,000.00 Rp 25,000.00 Rp 100,000.00 ### Rp 225,000.00 Rp 20,000.00 Rp 150,000.00 Rp 80,000.00 Rp 250,000.00 Rp 10,000.00 Rp 50,000.00 Rp 20,000.00 Rp 80,000.00 Rp 15,000.00 Rp 250,000.00 Rp 40,000.00 Rp 305,000.00 Rp 10,000.00 Rp 50,000.00 Rp 100,000.00 Rp 20,000.00 Rp 180,000.00 Rp 15,000.00 Rp 150,000.00 Rp 40,000.00 Rp 205,000.00 Rp 30,000.00 Rp 200,000.00 Rp 60,000.00 Rp 290,000.00

Rp 50,000.00 Rp 50,000.00 Rp 230,000.00 Rp 230,000.00

Rp 50,000.00 Rp 25,000.00 Rp 12,000.00 Rp 87,000.00 Rp 20,000.00 Rp 34,000.00 Rp 240,000.00 Rp 294,000.00 Rp 15,000.00 Rp 23,000.00 Rp 340,000.00 Rp 378,000.00 Rp 54,000.00 Rp 78,000.00 Rp 250,000.00 Rp 382,000.00 Rp 32,000.00 Rp 45,000.00 Rp 360,000.00 Rp 437,000.00

Rp 234,000.00 Rp 234,000.00 Rp 20,000.00 Rp 260,000.00 Rp 280,000.00 Rp 12,000.00 Rp 122,000.00 Rp 134,000.00

Rp 220,000.00 Rp 220,000.00 Rp 210,000.00 Rp 210,000.00 Rp 156,000.00 Rp 156,000.00

Rp 12,000.00 Rp 137,000.00 Rp 149,000.00 Rp 233,000.00 Rp 160,000.00 Rp 393,000.00 Rp 34,000.00 Rp 214,000.00 Rp 248,000.00

Rp 12,000.00 Rp 260,000.00 Rp 272,000.00 Rp 5,000.00 Rp 133,000.00 Rp 138,000.00 Rp 12,000.00 Rp 310,000.00 Rp 322,000.00 Rp 23,000.00 Rp 210,000.00 Rp 233,000.00

Rp 189,000.00 Rp 189,000.00 Rp 1,557,000.00 Rp 1,062,000.00 Rp 5,912,000.00 Rp 10,351,500.00 Rp 18,785,500.00 Rp 50,225.81 Rp 62,470.59 Rp 147,800.00 Rp 188,209.09 Rp 313,091.67 Rp 400,000.00 Rp 250,000.00 Rp 500,000.00 Rp 1,140,000.00 Rp 1,400,000.00 Rp 5,000.00 Rp 12,000.00 Rp 12,000.00 Rp 12,000.00 Rp 50,000.00 Rp 23,000.00 Rp 50,000.00 Rp 100,000.00 Rp 137,000.00 Rp 233,500.00 Rp 50,000.00 Rp 50,000.00 Rp 150,000.00 Rp 100,000.00 Rp 305,000.00 Rp 50,225.81 Rp 62,470.59 Rp 147,800.00 Rp 188,209.09 Rp 313,091.67 Rp 395,000.00 Rp 262,000.00 Rp 488,000.00 Rp 1,128,000.00 Rp 1,350,000.00 Rp 45,346.51 Rp 41,190.31 Rp 96,630.00 Rp 124,050.91 Rp 183,364.72 Rp 7,115,447,311.83 Rp 3,640,639,705.88 Rp 16,843,497,435.90 Rp 38,031,145,286.20 Rp 74,277,029,590.40 Rp 84,353.11 Rp 60,337.71 Rp 129,782.50 Rp 195,015.76 Rp 272,538.13

PengeluranTransportasi

Bensin Solar Gas Angkot dll Rp 355,000.00 Rp 78,000.00 Rp 100,000.00 Rp 180,000.00 Rp 32,000.00 Rp 91,000.00 Rp 80,000.00 Rp 800,000.00 Rp 75,000.00 Rp 400,000.00 Rp 230,000.00 Rp 420,000.00 Rp 80,000.00 Rp 200,000.00 Rp 315,000.00 Rp 515,000.00 Rp 50,000.00 Rp 160,000.00 Rp 100,000.00 Rp 150,000.00 Rp 300,000.00 Rp 300,000.00 Rp 155,000.00 Rp 175,000.00 Rp 250,000.00 Rp 200,000.00 Rp 72,000.00 Rp 54,000.00 Rp 72,000.00 Rp 300,000.00 Rp 72,000.00 Rp 63,000.00 Rp 250,000.00 Rp 36,000.00 Rp 500,000.00 Rp 50,000.00

Rp 20,000.00 Rp 20,000.00 Rp 100,000.00 Rp 300,000.00 Rp 500,000.00 Rp 100,000.00 Rp 150,000.00 Rp 490,000.00 Rp 30,000.00 Rp 10,000.00 Rp 600,000.00 Rp 590,000.00 Rp 200,000.00

Rp 360,000.00 Rp 91,500.00 Rp 50,000.00 Rp 690,000.00 Rp 600,000.00 Rp 552,000.00 Rp 400,000.00

### Rp 50,000.00 Rp 300,000.00 Rp 150,000.00 Rp 40,000.00 Rp 360,000.00 Rp 180,000.00 Rp 90,000.00 Rp 300,000.00 Rp 500,000.00 Rp 300,000.00 Rp 400,000.00 Rp 200,000.00 Rp 600,000.00 Rp 25,000.00 Rp 15,000.00 Rp 600,000.00 Rp 88,000.00 Rp 22,000.00 Rp 56,000.00 Rp 34,000.00 Rp 24,000.00 Rp 120,000.00 Rp 178,000.00 Rp 900,000.00 Rp 678,000.00 Rp 28,000.00 Rp 67,000.00 Rp 56,000.00 Rp 100,000.00 Rp 66,000.00 Rp 600,000.00 Rp 89,000.00 Rp 56,000.00 Rp 25,000.00 Rp 76,000.00 Rp 20,000.00 Rp 55,000.00 Rp 15,000.00 Rp 140,000.00 Rp 21,000.00 Rp 57,000.00 Rp 300,000.00 Rp 78,000.00

Rp 34,000.00 Rp 11,942,000.00 Rp 491,500.00 Rp 598,000.00 Rp 8,575,000.00 Rp 202,406.78 Rp 245,750.00 Rp 39,866.67 Rp 343,000.00 Rp 690,000.00 Rp 400,000.00 Rp 80,000.00 Rp 900,000.00 Rp 24,000.00 Rp 91,500.00 Rp 15,000.00 Rp 10,000.00 Rp 100,000.00 Rp 245,750.00 Rp 32,000.00 Rp 300,000.00 Rp 100,000.00 Rp 50,000.00 Rp 300,000.00 Rp 202,406.78 Rp 245,750.00 Rp 39,866.67 Rp 343,000.00 Rp 666,000.00 Rp 308,500.00 Rp 65,000.00 Rp 890,000.00 Rp 154,294.17 Rp 154,250.00 Rp 19,857.78 Rp 183,440.00 Rp 35,808,935,125.66 Rp 47,586,125,000.00 Rp 569,123,809.52 Rp 53,816,666,666.67 Rp 189,232.49 Rp 218,142.44 Rp 23,856.32 Rp 231,984.19

PengeluranTotal Pendidikan(SPP+Ongkos) TotalRp SD SMP SMA Rp

Rp 533,000.00 Rp 175,000.00 Rp 175,000.00 Rp 212,000.00 Rp 200,000.00 Rp 200,000.00 Rp 971,000.00 Rp 130,000.00 Rp 130,000.00 Rp 705,000.00 Rp 200,000.00 Rp 340,000.00 Rp 540,000.00 Rp 700,000.00 Rp 200,000.00 Rp 340,000.00 Rp 540,000.00 Rp 315,000.00 Rp 250,000.00 Rp 250,000.00 Rp 725,000.00 Rp 150,000.00 Rp 250,000.00 Rp 300,000.00 Rp 700,000.00 Rp 250,000.00 Rp 150,000.00 Rp 220,000.00 Rp 370,000.00 Rp 600,000.00 Rp 150,000.00 Rp 250,000.00 Rp 350,000.00 Rp 750,000.00 Rp 330,000.00 Rp 145,000.00 Rp 233,000.00 Rp 378,000.00 Rp 250,000.00 Rp 280,000.00 Rp 300,000.00 Rp 580,000.00 Rp 200,000.00 Rp 225,000.00 Rp 385,000.00 Rp 610,000.00 Rp 72,000.00 Rp 80,000.00 Rp 80,000.00 Rp 54,000.00 Rp 200,000.00 Rp 350,000.00 Rp 550,000.00 Rp 372,000.00 Rp 200,000.00 Rp 400,000.00 Rp 600,000.00 Rp 72,000.00 Rp 200,000.00 Rp 200,000.00 Rp 313,000.00 Rp 2,000,000.00 Rp 2,000,000.00 Rp 36,000.00 Rp 100,000.00 Rp 100,000.00 Rp 500,000.00 Rp 20,000.00 Rp 50,000.00 Rp 70,000.00 Rp 50,000.00 Rp 150,000.00 Rp 150,000.00 Rp 40,000.00 Rp 250,000.00 Rp 250,000.00 Rp 400,000.00 Rp 330,000.00 Rp 330,000.00 Rp 600,000.00 Rp 50,000.00 Rp 50,000.00 Rp 640,000.00 Rp 50,000.00 Rp 300,000.00 Rp 350,000.00 Rp 40,000.00 Rp 200,000.00 Rp 200,000.00 Rp 1,190,000.00 Rp 300,000.00 Rp 300,000.00 Rp 200,000.00 Rp 50,000.00 Rp 50,000.00

Rp 501,500.00 Rp 50,000.00 Rp 150,000.00 Rp 200,000.00 Rp 400,000.00 Rp 1,290,000.00 Rp 150,000.00 Rp 150,000.00 Rp 952,000.00 Rp 175,000.00 Rp 175,000.00 Rp 750,000.00 Rp 150,000.00 Rp 300,000.00 Rp 450,000.00 Rp 190,000.00 Rp 250,000.00 Rp 500,000.00 Rp 750,000.00 Rp 360,000.00 Rp 200,000.00 Rp 200,000.00 Rp 180,000.00 Rp 250,000.00 Rp 250,000.00 Rp 390,000.00 Rp 175,000.00 Rp 175,000.00 Rp 500,000.00 Rp 200,000.00 Rp 200,000.00 Rp 700,000.00 Rp 300,000.00 Rp 300,000.00 Rp 200,000.00 Rp 100,000.00 Rp 100,000.00 Rp 600,000.00 Rp 200,000.00 Rp 200,000.00 Rp 640,000.00 Rp 350,000.00 Rp 350,000.00 Rp 110,000.00 Rp 100,000.00 Rp 100,000.00 Rp 56,000.00 Rp 300,000.00 Rp 300,000.00 Rp 34,000.00 Rp 150,000.00 Rp 200,000.00 Rp 350,000.00 Rp 24,000.00 Rp 300,000.00 Rp 300,000.00 Rp 120,000.00 Rp 100,000.00 Rp 100,000.00 Rp 1,078,000.00 Rp 400,000.00 Rp 400,000.00 Rp 678,000.00 Rp 200,000.00 Rp 200,000.00 Rp 28,000.00 Rp 350,000.00 Rp 350,000.00 Rp 67,000.00 Rp 300,000.00 Rp 300,000.00 Rp 56,000.00 Rp 150,000.00 Rp 250,000.00 Rp 400,000.00 Rp 100,000.00 Rp 100,000.00 Rp 100,000.00 Rp 666,000.00 Rp 200,000.00 Rp 200,000.00 Rp 89,000.00 Rp 175,000.00 Rp 175,000.00 Rp 81,000.00 Rp 55,000.00 Rp 55,000.00 Rp 96,000.00 Rp 89,000.00 Rp 89,000.00 Rp 70,000.00 Rp 45,000.00 Rp 45,000.00 Rp 161,000.00 Rp 55,000.00 Rp 55,000.00 Rp 357,000.00 Rp 67,000.00 Rp 67,000.00 Rp 78,000.00 Rp 45,000.00 Rp 45,000.00

Rp 34,000.00 Rp 100,000.00 Rp 100,000.00 Rp 21,606,500.00 Rp 3,795,000.00 Rp 7,884,000.00 Rp 6,255,000.00 Rp 17,934,000.00 Rp 360,108.33 Rp 130,862.07 Rp 254,322.58 Rp 312,750.00 Rp 298,900.00 Rp 1,290,000.00 Rp 200,000.00 Rp 2,000,000.00 Rp 500,000.00 Rp 2,000,000.00 Rp 24,000.00 Rp 20,000.00 Rp 45,000.00 Rp 50,000.00 Rp 45,000.00 Rp 250,000.00 Rp 150,000.00 Rp 200,000.00 Rp 300,000.00 Rp 200,000.00 Rp 600,000.00 Rp 150,000.00 Rp 200,000.00 Rp 300,000.00 Rp 200,000.00 Rp 360,108.33 Rp 130,862.07 Rp 254,322.58 Rp 312,750.00 Rp 298,900.00 Rp 1,266,000.00 Rp 180,000.00 Rp 1,955,000.00 Rp 450,000.00 Rp 1,955,000.00 Rp 267,963.33 Rp 42,782.40 Rp 132,154.01 Rp 54,025.00 Rp 182,553.33 Rp 105,386,721,115.82 Rp 2,650,123,152.71 Rp 112,621,492,473.12 Rp 7,445,986,842.11 Rp 84,925,786,440.68 Rp 324,633.21 Rp 51,479.35 Rp 335,591.26 Rp 86,290.13 Rp 291,420.29

PengeluranBelanja Lain Lain

PT Rumah Kredit Rokok dll Rp 450,000.00 Rp 185,000.00 Rp 94,000.00 Rp 300,000.00 Rp 224,000.00 Rp 80,000.00 Rp 300,000.00 Rp 1,000,000.00 Rp 150,000.00 Rp 80,000.00 Rp 800,000.00 Rp 200,000.00 Rp 110,000.00

Rp 3,000,000.00 Rp 2,700,000.00 Rp 160,000.00 Rp 30,000.00 Rp 600,000.00 Rp 125,000.00 Rp 130,000.00

Rp 65,000.00 Rp 1,000,000.00 Rp 400,000.00 Rp 250,000.00 Rp 50,000.00

Rp 20,000.00 Rp 300,000.00 Rp 78,000.00

Rp 150,000.00 Rp 35,000.00 Rp 40,000.00

Rp 500,000.00 Rp 600,000.00 Rp 40,000.00 Rp 300,000.00 Rp 100,000.00 Rp 20,000.00

Rp 20,000.00 Rp 20,000.00

Rp 200,000.00 Rp 60,000.00 Rp 50,000.00 Rp 40,000.00

Rp 200,000.00 Rp 120,000.00 Rp 1,000,000.00 Rp 50,000.00

Rp 1,000,000.00 Rp 200,000.00 Rp 50,000.00 Rp 100,000.00

Rp 100,000.00 Rp 20,000.00 Rp 50,000.00 Rp 2,000,000.00 Rp 200,000.00 Rp 2,000,000.00 Rp 12,000.00 Rp 50,000.00

Rp 500,000.00 Rp 40,000.00 Rp 150,000.00 Rp 500,000.00 Rp 192,000.00 Rp 100,000.00 Rp 175,000.00 Rp 225,000.00 Rp 80,000.00 Rp 450,000.00 Rp 150,000.00 Rp 750,000.00 Rp 200,000.00 Rp 200,000.00 Rp 150,000.00 Rp 40,000.00 Rp 250,000.00 Rp 100,000.00 Rp 40,000.00 Rp 175,000.00 Rp 120,000.00 Rp 20,000.00 Rp 200,000.00 Rp 100,000.00 Rp 40,000.00 Rp 300,000.00 Rp 20,000.00 Rp 100,000.00 Rp 120,000.00 Rp 40,000.00 Rp 200,000.00 Rp 150,000.00 Rp 60,000.00 Rp 350,000.00 Rp 67,000.00 Rp 50,000.00 Rp 100,000.00 Rp 120,000.00 Rp 56,000.00 Rp 300,000.00 Rp 100,000.00 Rp 78,000.00 Rp 350,000.00 Rp 89,000.00 Rp 22,000.00 Rp 300,000.00 Rp 55,000.00 Rp 45,000.00 Rp 100,000.00 Rp 67,000.00 Rp 89,000.00 Rp 400,000.00 Rp 123,000.00 Rp 120,000.00 Rp 200,000.00 Rp 88,000.00 Rp 80,000.00 Rp 350,000.00 Rp 260,000.00 Rp 23,000.00 Rp 60,000.00 Rp 300,000.00 Rp 47,000.00 Rp 59,000.00 Rp 50,000.00 Rp 400,000.00 Rp 33,000.00 Rp 123,000.00 Rp 20,000.00 Rp 100,000.00 Rp 77,000.00 Rp 80,000.00 Rp 650,000.00 Rp 87,000.00 Rp 120,000.00 Rp 175,000.00 Rp 89,000.00 Rp 40,000.00 Rp 55,000.00 Rp 127,000.00 Rp 34,000.00 Rp 89,000.00 Rp 210,000.00 Rp 67,000.00 Rp 45,000.00 Rp 58,000.00 Rp 86,000.00 Rp 55,000.00 Rp 44,000.00 Rp 67,000.00 Rp 66,000.00 Rp 220,000.00 Rp 45,000.00 Rp 890,000.00 Rp 68,000.00

Rp 100,000.00 Rp 50,000.00 Rp 98,000.00 Rp 16,181,000.00 Rp 12,355,000.00 Rp 4,036,000.00 Rp 4,539,000.00 Rp 425,815.79 Rp 411,833.33 Rp 134,533.33 Rp 76,932.20 Rp 3,000,000.00 Rp 2,700,000.00 Rp 600,000.00 Rp 400,000.00 Rp 45,000.00 Rp 33,000.00 Rp 12,000.00 Rp 20,000.00 Rp 200,000.00 Rp 255,000.00 Rp 121,500.00 Rp 60,000.00 Rp 200,000.00 Rp 300,000.00 Rp 150,000.00 Rp 40,000.00 Rp 425,815.79 Rp 411,833.33 Rp 134,533.33 Rp 76,932.20 Rp 2,955,000.00 Rp 2,667,000.00 Rp 588,000.00 Rp 380,000.00 Rp 365,445.98 Rp 354,777.78 Rp 65,440.00 Rp 42,258.55 Rp 379,574,586,770.98 Rp 286,684,488,505.75 Rp 11,332,188,505.75 Rp 4,121,202,220.92 Rp 616,096.25 Rp 535,429.26 Rp 106,452.75 Rp 64,196.59

PengeluranTotalTotal

Rp Rp Rp 729,000.00 Rp 4,278,000.00 Rp 604,000.00 Rp 1,797,500.00 Rp 300,000.00 Rp 3,378,000.00 Rp 1,230,000.00 Rp 7,160,000.00 Rp 1,110,000.00 Rp 6,696,000.00 Rp 5,890,000.00 Rp 15,237,000.00 Rp 855,000.00 Rp 6,338,000.00 Rp 65,000.00 Rp 2,224,000.00 Rp 1,400,000.00 Rp 8,794,000.00 Rp 300,000.00 Rp 4,056,000.00 Rp 20,000.00 Rp 1,430,000.00 Rp 378,000.00 Rp 3,794,000.00 Rp 185,000.00 Rp 1,920,000.00 Rp 40,000.00 Rp 2,900,000.00 Rp 1,140,000.00 Rp 7,352,000.00 Rp 420,000.00 Rp 3,118,000.00 Rp 20,000.00 Rp 5,898,000.00 Rp 20,000.00 Rp 1,354,000.00 Rp 260,000.00 Rp 3,844,000.00 Rp 90,000.00 Rp 1,340,000.00 Rp 320,000.00 Rp 1,654,000.00 Rp 1,050,000.00 Rp 4,492,000.00 Rp 1,200,000.00 Rp 8,100,000.00 Rp 150,000.00 Rp 5,240,000.00 Rp 170,000.00 Rp 1,460,000.00 Rp 2,200,000.00 Rp 11,860,000.00 Rp 2,062,000.00 Rp 2,914,000.00

Rp 540,000.00 Rp 56,372,000.00 Rp 792,000.00 Rp 41,426,000.00 Rp 305,000.00 Rp 43,548,000.00 Rp 150,000.00 Rp 124,476,000.00 Rp 200,000.00 Rp 17,958,000.00 Rp 190,000.00 Rp 18,972,000.00 Rp 140,000.00 Rp 22,120,000.00 Rp 140,000.00 Rp 17,301,000.00 Rp 140,000.00 Rp 19,266,000.00 Rp 20,000.00 Rp 19,976,000.00 Rp 160,000.00 Rp 20,520,000.00 Rp 210,000.00 Rp 24,994,000.00 Rp 117,000.00 Rp 14,867,000.00 Rp 176,000.00 Rp 27,442,000.00 Rp 178,000.00 Rp 18,498,000.00 Rp 111,000.00 Rp 18,007,000.00 Rp 100,000.00 Rp 19,056,000.00 Rp 156,000.00 Rp 20,850,000.00 Rp 243,000.00 Rp 17,045,000.00 Rp 168,000.00 Rp 42,126,000.00 Rp 343,000.00 Rp 11,061,000.00 Rp 156,000.00 Rp 19,618,000.00 Rp 176,000.00 Rp 17,942,000.00 Rp 157,000.00 Rp 27,153,000.00 Rp 207,000.00 Rp 53,529,000.00 Rp 129,000.00 Rp 15,006,000.00 Rp 161,000.00 Rp 12,148,000.00 Rp 277,000.00 Rp 14,406,000.00 Rp 144,000.00 Rp 14,529,000.00 Rp 44,000.00 Rp 12,255,000.00 Rp 286,000.00 Rp 16,821,000.00 Rp 958,000.00 Rp 14,889,000.00

Rp 148,000.00 Rp 15,706,000.00 Rp 29,630,000.00 Rp 978,511,500.00 Rp 493,833.33 Rp 16,308,525.00 Rp 5,890,000.00 Rp 124,476,000.00 Rp 20,000.00 Rp 1,340,000.00 Rp 187,500.00 Rp 14,467,500.00 Rp 20,000.00 Rp 493,833.33 Rp 16,308,525.00 Rp 5,870,000.00 Rp 123,136,000.00 Rp 478,416.67 Rp 11,120,380.00 Rp 727,959,870,056.50 Rp 358,552,452,300,212.00 Rp 853,205.64 Rp 18,935,481.31

ANGKA INDEKS HARGA RELATIF SEDERHANAIndeks Harga Beras Indeks Harga Gula

Tahun Harga per kg INDEKS Tahun Harga per Kg Indeks2010 6000 100 2010 7000 1002011 6500 108.33 2011 7400 105.712012 7000 116.67 2012 8000 114.292013 7500 125 2013 9200 121.432014 8000 133.33 2014 10500 135.712015 9000 150 2015 11000 142.862016 10000 166.67 2016 12000 142.86

Dari indeks harga sejak 2010 Dari indeks harga sejak 2010sampai 2016 telah naik 66,67% sampai 2016 telah naik 42,86%(166,67-100). (142,86-100).

Indeks Harga Susu Indeks Harga Minyak SayurTahun Harga per kg Indeks Tahun harga per kg Indeks

2010 80000 100 2010 9000 1002011 82000 102.5 2011 9000 1002012 82000 102.5 2012 9700 107.782013 85000 106.25 2013 10000 111.112014 90000 112.5 2014 10000 116.672015 94000 117.5 2015 11000 122.222016 95000 118.75 2016 11000 122.22

Dari indeks harga sejak 2010 Dari indeks harga sejak 2010sampai 2016 telah naik 18,75% sampai 2016 telah naik 22,22%(118,75-100). (122,22-100).

Indeks Harga Kopi Indeks Harga TheTahun Harga per kg Indeks Tahun

2010 8000 100 20102011 8000 100 20112012 8500 106.25 20122013 8700 108.75 20132014 9000 112.5 20142015 9500 118.75 20152016 12000 137.5 2016

Dari indeks harga sejak 2010 Dari indeks harga sejak 2010sampai 2016 telah naik 37,5% sampai 2016 telah naik 50%(137,5-100). (150-100).

Indeks Harga Mie Indeks harga air mineralTahun harga per unit Indeks Tahun

2010 1000 100 20102011 1500 150 20112012 1500 150 20122013 1500 150 20132014 2000 200 20142015 2000 200 20152016 2500 250 2016

Dari indeks harga sejak 2010 Dari Indeks Harga sejak 2010sampai 2016 telah naik 150% sampai 2016 telah naik 46,67%(250-100). (146,67-100).

Indeks Harga The Indeks Harga Ayam Harga per kg Indeks Tahun Harga per kg Indeks

10000 100 2010 20000 10010000 100 2011 22500 112.510000 100 2012 25000 12511000 110 2013 28000 14012000 120 2014 30000 15012000 120 2015 35000 17515000 150 2016 40000 200

Dari indeks harga sejak 2010 Dari indeks harga sejak 2010 sampai 2016 telah naik 50% sampai 2016 telah naik 100% (150-100). (200-100).

Indeks harga air mineralharga per galon Indeks

15000 10015000 10017000 113.333318000 12019000 126.666720000 133.333322000 146.6667

Dari Indeks Harga sejak 2010sampai 2016 telah naik 46,67%(146,67-100).

DERET BERKALA

Harga BerasTahun Harga per kg Ket X Semi Total Semi Average2011 6500 -12012 7000 I 0 21000 70002013 7500 1

2014 8000 22015 9000 II 3 27000 90002016 10000 4

Rumus :Untuk kelompok 1Semi Total 21000Semi Average 7000Untuk Kelompok 2Semi Total 27000Semi Average 9000 (a)

b 7833.33Maka, rumus peramalan yang digunakan yaituUntuk kelompok 1 dan 2Y' =a + b(x)Y' = 9000 + 7833.33(x)Misalkan untuk meramal pada tahun 2017Maka x : 2012 = 5 2015=2Peramalan 1Y'2017 = a + b(x)

Y'2017 48166.67Peramalan 2Y'2017 = a + b(x)

Y'2017 24666.67Jadi, dapat diramalkan untuk tahun 2017 harga beras yaitu Rp 24666.67.' sampai Rp 48166.67.'

Harga SusuTahun Harga per kg Ket X Semi Total Semi Average2011 82000 -12012 82000 I 0 249000 830002013 85000 1

2014 90000 22015 94000 II 3 279000 930002016 95000 4

Rumus :Untuk kelompok 1Semi Total 249000Semi Average 83000Untuk Kelompok 2Semi Total 279000Semi Average 93000 (a)

b 79166.67Maka, rumus peramalan yang digunakan yaituY' =a + b(x)Y' = 93000 + 79166.67(x)Misalkan untuk meramal pada tahun 2017Maka x : 2012 = 5 2015=2Peramalan 1Y'2017 = a + b(x)

Y'2017 488833.33Peramalan 2Y'2017 = a + b(x)

Y'2017 251333.33Jadi, dapat diramalkan untuk tahun 2017 harga beras yaitu Rp 251333.33.' sampai 488833.33.'

DERET BERKALA

Harga GulaTrend Awal Tahun Tahun Harga per kg Ket X

2011 7400 -17000 + 7833.33(x) 2012 8000 I 0

2013 9200 1

2014 10500 29000 + 7833.33(x) 2015 11000 II 3

2016 12000 4

Rumus :Untuk kelompok 1Semi Total 24600Semi Average 8200Untuk Kelompok 2Semi Total 33500Semi Average 11166.67 (a)

b 9800Maka, rumus peramalan yang digunakan yaituUntuk kelompok 1 dan 2Y' =a + b(x)Y' = 11166.67 + 9800(x)Misalkan untuk meramal pada tahun 2017Maka x : 2012 = 5 2015=2Peramalan 1Y'2017 = a + b(x)

Y'2017 60166.67Peramalan 2Y'2017 = a + b(x)

Y'2017 30766.67Jadi, dapat diramalkan untuk tahun 2017 harga beras yaitu Rp 24666.67.' sampai Rp 48166.67.' Jadi, dapat diramalkan untuk tahun 2017 harga beras yaitu Rp 30766.67.' sampai Rp 60166.67.'

Harga Minyak SayurTrend Awal Tahun Tahun Harga per kg Ket X

2011 9000 -183000 + 79166.67(x) 2012 9700 I 0

2013 10000 1

2014 10000 293000 + 79166.67(x) 2015 11000 II 3

2016 11000 4

Rumus :Untuk kelompok 1Semi Total 28700Semi Average 9566.67Untuk Kelompok 2Semi Total 32000Semi Average 10666.67 (a)

b 9072.22Maka, rumus peramalan yang digunakan yaituY' =a + b(x)Y' = 10666.67 + 9072.22(x)Misalkan untuk meramal pada tahun 2017Maka x : 2012 = 5 2015=2Peramalan 1Y'2017 = a + b(x)

Y'2017 56027.78Peramalan 2Y'2017 = a + b(x)

Y'2017 28811.11Jadi, dapat diramalkan untuk tahun 2017 harga beras yaitu Rp 251333.33.' sampai 488833.33.' Jadi, dapat diramalkan untuk tahun 2017 harga beras yaitu Rp 33347.22

DERET BERKALA

Harga KopiSemi Total Semi Average Trend Awal Tahun Tahun

201124600 8200 8200 + 9800(x) 2012

2013

201433500 11166.67 11166.67 + 9800(+) 2015

2016

Rumus :Untuk kelompok 1Semi Total Semi Average Untuk Kelompok 2Semi Total Semi Average

b Maka, rumus peramalan yang digunakan yaituUntuk kelompok 1 dan 2Y' =a + b(x)Y' = 10166.67 + 8766.67(x)Misalkan untuk meramal pada tahun 2017Maka x : 2012 = 5 2015=2Peramalan 1Y'2017 = a + b(x)

Y'2017 Peramalan 2Y'2017 = a + b(x)

Y'2017 Jadi, dapat diramalkan untuk tahun 2017 harga beras yaitu Rp 30766.67.' sampai Rp 60166.67.' Jadi, dapat diramalkan untuk tahun 2017 harga beras yaitu Rp 27700.' sampai Rp 54000.'

Harga mieSemi Total Semi Average Trend Awal Tahun Tahun

201128700 9566.67 9566.67 + 9072.22 2012

2013

201432000 10666.67 10666.67 + 9072.22 2015

2016

Rumus :Untuk kelompok 1Semi Total Semi Average Untuk Kelompok 2Semi Total Semi Average

b Maka, rumus peramalan yang digunakan yaituY' =a + b(x)Y' = 2166.67 + 1916.67(x)Misalkan untuk meramal pada tahun 2017Maka x : 2012 = 5 2015=2Peramalan 1Y'2017 = a + b(x)

Y'2017 Peramalan 2Y'2017 = a + b(x)

Y'2017 Jadi, dapat diramalkan untuk tahun 2017 harga beras yaitu Rp 33347.22 Jadi, dapat diramalkan untuk tahun 2017 harga beras yaitu Rp 6000.' sampai 11750.'

DERET BERKALA

Harga per kg Ket X Semi Total Semi Average8000 -18500 I 0 25200 84008700 1

9000 29500 II 3 30500 10166.67

12000 4

Untuk kelompok 125200

8400Untuk Kelompok 2

3050010166.67 (a)

8766.67Maka, rumus peramalan yang digunakan yaituUntuk kelompok 1 dan 2

Y' = 10166.67 + 8766.67(x)Misalkan untuk meramal pada tahun 2017Maka x : 2012 = 5 2015=2

Y'2017 = a + b(x)54000

Y'2017 = a + b(x)27700.00

Jadi, dapat diramalkan untuk tahun 2017 harga beras yaitu Rp 27700.' sampai Rp 54000.'

Harga per unit Ket X Semi Total Semi Average1500 -11500 I 0 4500 15001500 1

2000 22000 II 3 6500 2166.672500 4

Untuk kelompok 145001500

Untuk Kelompok 26500

2166.67 (a)1916.67

Maka, rumus peramalan yang digunakan yaitu

Y' = 2166.67 + 1916.67(x)Misalkan untuk meramal pada tahun 2017Maka x : 2012 = 5 2015=2

Y'2017 = a + b(x)11750

Y'2017 = a + b(x)6000

Jadi, dapat diramalkan untuk tahun 2017 harga beras yaitu Rp 6000.' sampai 11750.'

DERET BERKALA

Harga theTrend Awal Tahun Tahun Harga per kg Ket X

2011 10000 -18400 + 8766.67(x) 2012 10000 I 0

2013 11000 1

2014 12000 210166.67 + 8766.67(x) 2015 12000 II 3

2016 15000 4

Rumus :Untuk kelompok 1Semi Total 31000Semi Average 10333.33Untuk Kelompok 2Semi Total 39000Semi Average 13000 (a)

b 11277.78Maka, rumus peramalan yang digunakan yaituUntuk kelompok 1 dan 2Y' =a + b(x)Y' = 13000 + 11277.78(x)Misalkan untuk meramal pada tahun 2017Maka x : 2012 = 5 2015=2Peramalan 1Y'2017 = a + b(x)

Y'2017 69388.89Peramalan 2Y'2017 = a + b(x)

Y'2017 35555.56Jadi, dapat diramalkan untuk tahun 2017 harga beras yaitu Rp 27700.' sampai Rp 54000.' Jadi, dapat diramalkan untuk tahun 2017 harga beras yaitu Rp 35555.' sampai Rp 69388

Harga air mineralTrend Awal Tahun Tahun Harga per galon Ket X

2011 15000 -11500 + 1916.67(x) 2012 17000 I 0

2013 18000 1

2014 19000 22166.67 + 1916.67(x) 2015 20000 II 3

2016 22000 4

Rumus :Untuk kelompok 1Semi Total 50000Semi Average 16666.67Untuk Kelompok 2Semi Total 61000Semi Average 20333.33 (a)

b 17555.56Maka, rumus peramalan yang digunakan yaituY' =a + b(x)Y' = 20333.33 + 17555.56(x)Misalkan untuk meramal pada tahun 2017Maka x : 2012 = 5 2015=2Peramalan 1Y'2017 = a + b(x)

Y'2017 108111.11Peramalan 2Y'2017 = a + b(x)

Y'2017 55444.44Jadi, dapat diramalkan untuk tahun 2017 harga beras yaitu Rp 64222.22

DERET BERKALA

Harga ayamSemi Total Semi Average Trend Awal Tahun Tahun

201131000 10333.33 10333.33 + 11277.78(x) 2012

2013

201439000 13000 13000 + 11277.78(x) 2015

2016

Rumus :Untuk kelompok 1Semi Total Semi Average Untuk Kelompok 2Semi Total Semi Average

b Maka, rumus peramalan yang digunakan yaituUntuk kelompok 1 dan 2Y' =a + b(x)Y' = 35000 + 30805.56(x)Misalkan untuk meramal pada tahun 2017Maka x : 2012 = 5 2015=2Peramalan 1Y'2017 = a + b(x)

Y'2017 Peramalan 2Y'2017 = a + b(x)

Y'2017 Jadi, dapat diramalkan untuk tahun 2017 harga beras yaitu Rp 35555.' sampai Rp 69388 Jadi, dapat diramalkan untuk tahun 2017 harga beras yaitu Rp 96611.11.' sampai Rp 189027.78.'

Semi Total Semi Average Trend Awal Tahun

50000 16666.67 16666.67 + 17555.56(x)

61000 20333.33 20333.33 + 17555.56(x)

Jadi, dapat diramalkan untuk tahun 2017 harga beras yaitu Rp 64222.22

DERET BERKALA

Harga per kg Ket X Semi Total Semi Average22500 -125000 I 0 75500 25166.6728000 1

30000 235000 II 3 105000 3500040000 4

Untuk kelompok 175500

25166.67Untuk Kelompok 2

10500035000

30805.56Maka, rumus peramalan yang digunakan yaituUntuk kelompok 1 dan 2

Y' = 35000 + 30805.56(x)Misalkan untuk meramal pada tahun 2017Maka x : 2012 = 5 2015=2

Y'2017 = a + b(x)189027.78

Y'2017 = a + b(x)96611.11

Jadi, dapat diramalkan untuk tahun 2017 harga beras yaitu Rp 96611.11.' sampai Rp 189027.78.'

DERET BERKALA

Trend Awal Tahun

25166.67 + 30805.56(x)

35000 + 30805.56(x)

Jadi, dapat diramalkan untuk tahun 2017 harga beras yaitu Rp 96611.11.' sampai Rp 189027.78.'

REGRESI LINIER SEDERHANAREGRESI KOMSUMSI MAKANAN

NAMA PENDAPATAN (Y) KOMSUMSI MAKANAN (X)ZULKIFLI Rp 4,500,000.00 Rp 446,000.00 MAWAN Rp 6,500,000.00 Rp 362,000.00 RIAN Rp 2,700,000.00 Rp 320,000.00 FEBRI Rp 6,400,000.00 Rp 438,000.00 YANTO Rp 30,800,000.00 Rp 341,000.00 NAHWAN Rp 18,000,000.00 Rp 482,000.00 PAISAL Rp 44,000,000.00 Rp 552,000.00 AL SAFFAT GHAZALI Rp 43,000,000.00 Rp 160,500.00 SYAMSUL RIZAL Rp 48,000,000.00 Rp 1,095,200.00 NOVAL ARDIAN PRATAMA Rp 68,000,000.00 Rp 462,000.00 M.IQBAL Rp 24,000,000.00 Rp 156,000.00 FERDI MELSON R Rp 40,000,000.00 Rp 379,000.00 MARJUNI HARUN Rp 2,500,000.00 Rp 271,000.00 SUMIYO Rp 5,000,000.00 Rp 306,000.00 ISMET NUR HUSNI Rp 5,500,000.00 Rp 471,000.00 ADI CHANDRA Rp 3,300,000.00 Rp 177,000.00 SAHRI SANDI WINATA Rp 3,000,000.00 Rp 195,000.00 RUDI HARTONO Rp 2,200,000.00 Rp 187,000.00 IR.FIRMANSYAH Rp 5,500,000.00 Rp 314,000.00 EDI NELSON Rp 3,500,000.00 Rp 570,000.00 AMIR HUSIN Rp 7,500,000.00 Rp 200,000.00 FATIR RIZKI Rp 25,000,000.00 Rp 134,000.00 SARLAN PERKASA Rp 31,000,000.00 Rp 1,450,000.00 RUSDAN Rp 4,500,000.00 Rp 410,000.00 RUDI PERKASA Rp 700,000.00 Rp 165,000.00 S. HABNIN Rp 17,000,000.00 Rp 2,050,000.00 M. AKBAR Rp 6,000,000.00 Rp 145,000.00 Riduan Rp 10,000,000.00 Rp 576,000.00 RIO FEBRIANTO Rp 17,000,000.00 Rp 302,000.00 DANNY PRADANA Rp 19,000,000.00 Rp 291,000.00 SALAMAT PURBA Rp 16,000,000.00 Rp 298,000.00 PADRIZAL Rp 2,500,000.00 Rp 354,000.00 HAMIDIN SULISTHIO Rp 6,000,000.00 Rp 289,000.00 AZHARI BSC Rp 5,300,000.00 Rp 229,000.00 MARDIANTO Rp 7,000,000.00 Rp 192,000.00 LUKMAN ULHAKIM Rp 3,050,000.00 Rp 316,000.00 MUHAMAD TOHA ARAFAT,SE,AK Rp 8,000,000.00 Rp 212,000.00 YAN ALBERTHO Rp 4,900,000.00 Rp 319,000.00 KMS.TAUFI OURRAHMAN,SH Rp 8,000,000.00 Rp 430,000.00 HERMAN Rp 5,000,000.00 Rp 245,000.00 DANIEL Rp 10,000,000.00 Rp 313,000.00 RICO HANIF Rp 2,800,000.00 Rp 353,000.00 BENI PRAKOSO Rp 2,900,000.00 Rp 325,000.00 SUSANTO Rp 2,600,000.00 Rp 423,000.00 ANDIAN Rp 28,000,000.00 Rp 296,000.00

YOGI PUTRA Rp 5,500,000.00 Rp 418,000.00 DIDI SAPUTRA Rp 15,000,000.00 Rp 330,000.00 RUSLAN EFFENDI Rp 2,500,000.00 Rp 490,000.00 ISHAK HABIBI Rp 7,500,000.00 Rp 377,000.00 BOBBI Rp 5,500,000.00 Rp 415,000.00 VIVID ARDIANSYAH Rp 2,500,000.00 Rp 374,000.00 ARIANTO Rp 26,000,000.00 Rp 477,000.00 NURALI Rp 3,000,000.00 Rp 246,000.00 FEBRI WIJAYA Rp 3,300,000.00 Rp 379,000.00 BAGUS RAMAHNA Rp 2,700,000.00 Rp 317,000.00 RAHMAT PURWANTO Rp 3,500,000.00 Rp 384,000.00 ERWIN GUNAWAN Rp 6,500,000.00 Rp 417,000.00 H.SENEN Rp 6,500,000.00 Rp 400,000.00 ANDIKA KUSUMA Rp 3,900,000.00 Rp 367,000.00 DIDI KUSUMA WIJAYA Rp 3,000,000.00 Rp 328,000.00

N = 60 Rp 713,050,000.00 Rp 23,720,700.00

Sehingga persamaan persamaan regresi Y = Rp 6,920,116.49 + Rp 12.56 X

A. Model regresi linier yang hanya melibatkan satu variabel bebas (X). Model regresinya sbb:

22 )( XXn

XYnb YX

2) .0023,720,700 Rp () 0,290,000.014,594,788 Rp (60

) 0.00713,050,00 Rp )( .0023,720,700 Rp () 000,000,000.347,405,80 Rp (60

b

008,910,000.313,015,68 Rp

0.00865,000,003,930,302, Rpb

56.12Rpb

n

b

n

na XY

60

) .0023,720,700 Rp )(56.12(

60

0.00713,050,00 Rp Rpa

60

9.34415,206,98 Rp a

496,920,116. Rp a

bXaY

B. Koefisien Korelasi Regresi

Jadi hubungan keeratan antara biaya iklan dan volume penjualan sebesar 27%

REGRESI BELANJA SANDANGNAMA PENDAPATAN (Y) BELANJA SANDANG (x)

C. Kesalahan Baku Estimasi (Standart error of estimate): mengukur besarnya penyimpangan nilai Y dengan nilai estimasi atau (Yr).

2 22 2

n XY X Yr

n X X n Y Y

22 ) 0.00713,050,00 Rp () 00.00,500,000,019,786,162 Rp (60(()) .0023,720,700 Rp () .0088,290,000Rp14,594,7 (60(

) 000.00Rp713,050, )( .0023,720,700 Rp () 0.00800,000,00Rp347,405, (60

r

9.00)823,850,37 Rp ( .40)17,692,249 (Rp

0.00865,000,003,930,302, Rp r

27,0Rpr

00.00,373,552,514,575,766 Rp

0.00865,000,003,930,302, Rp r

2.

2

n

XYbYaYxSy

260

) 000,000,000.347,405,80 Rp 12.56)( (Rp -) 0.00713,050,00 Rp 49)(6,920,116. (Rp - 00.00,500,000,019,786,162 Rp .

xSy

58

,100.0059,781,810Rp10,489,6 . xSy

003,134,657.180,856,20 Rp . xSy

78.80Rp13,448,2 . xSy

ZULKIFLI Rp 4,500,000.00 Rp 4,387,000.00 MAWAN Rp 6,500,000.00 Rp 3,880,000.00 RIAN Rp 2,700,000.00 Rp 5,000,000.00 FEBRI Rp 6,400,000.00 Rp 9,000,000.00 YANTO Rp 30,800,000.00 Rp 3,589,000.00 NAHWAN Rp 18,000,000.00 Rp 16,700,000.00 PAISAL Rp 44,000,000.00 Rp 4,930,000.00 AL SAFFAT GHAZALI Rp 43,000,000.00 Rp 4,150,000.00 SYAMSUL RIZAL Rp 48,000,000.00 Rp 26,430,000.00 NOVAL ARDIAN PRATAMA Rp 68,000,000.00 Rp 20,050,000.00 M.IQBAL Rp 24,000,000.00 Rp 3,265,000.00 FERDI MELSON R Rp 40,000,000.00 Rp 14,300,000.00 MARJUNI HARUN Rp 2,500,000.00 Rp 3,595,000.00 SUMIYO Rp 5,000,000.00 Rp 3,900,000.00 ISMET NUR HUSNI Rp 5,500,000.00 Rp 7,045,000.00 ADI CHANDRA Rp 3,300,000.00 Rp 1,970,000.00 SAHRI SANDI WINATA Rp 3,000,000.00 Rp 1,590,000.00 RUDI HARTONO Rp 2,200,000.00 Rp 1,095,000.00 IR.FIRMANSYAH Rp 5,500,000.00 Rp 1,740,000.00 EDI NELSON Rp 3,500,000.00 Rp 1,080,000.00 AMIR HUSIN Rp 7,500,000.00 Rp 380,000.00 FATIR RIZKI Rp 25,000,000.00 Rp 2,030,000.00 SARLAN PERKASA Rp 31,000,000.00 Rp 4,600,000.00 RUSDAN Rp 4,500,000.00 Rp 1,600,000.00 RUDI PERKASA Rp 700,000.00 Rp 420,000.00 S. HABNIN Rp 17,000,000.00 Rp 8,800,000.00 M. AKBAR Rp 6,000,000.00 Rp 672,000.00 Riduan Rp 10,000,000.00 Rp 5,650,000.00 RIO FEBRIANTO Rp 17,000,000.00 Rp 17,050,000.00 DANNY PRADANA Rp 19,000,000.00 Rp 18,350,000.00 SALAMAT PURBA Rp 16,000,000.00 Rp 59,000,000.00 PADRIZAL Rp 2,500,000.00 Rp 6,000,000.00 HAMIDIN SULISTHIO Rp 6,000,000.00 Rp 7,740,000.00 AZHARI BSC Rp 5,300,000.00 Rp 9,300,000.00 MARDIANTO Rp 7,000,000.00 Rp 7,100,000.00 LUKMAN ULHAKIM Rp 3,050,000.00 Rp 7,570,000.00 MUHAMAD TOHA ARAFAT,SE,AK Rp 8,000,000.00 Rp 7,650,000.00 YAN ALBERTHO Rp 4,900,000.00 Rp 8,750,000.00 KMS.TAUFI OURRAHMAN,SH Rp 8,000,000.00 Rp 9,500,000.00 HERMAN Rp 5,000,000.00 Rp 5,400,000.00 DANIEL Rp 10,000,000.00 Rp 12,400,000.00 RICO HANIF Rp 2,800,000.00 Rp 7,620,000.00 BENI PRAKOSO Rp 2,900,000.00 Rp 7,300,000.00 SUSANTO Rp 2,600,000.00 Rp 7,680,000.00 ANDIAN Rp 28,000,000.00 Rp 8,700,000.00 YOGI PUTRA Rp 5,500,000.00 Rp 5,430,000.00 DIDI SAPUTRA Rp 15,000,000.00 Rp 19,150,000.00 RUSLAN EFFENDI Rp 2,500,000.00 Rp 3,650,000.00

ISHAK HABIBI Rp 7,500,000.00 Rp 8,440,000.00 BOBBI Rp 5,500,000.00 Rp 7,150,000.00 VIVID ARDIANSYAH Rp 2,500,000.00 Rp 12,200,000.00 ARIANTO Rp 26,000,000.00 Rp 24,250,000.00 NURALI Rp 3,000,000.00 Rp 6,200,000.00 FEBRI WIJAYA Rp 3,300,000.00 Rp 4,630,000.00 BAGUS RAMAHNA Rp 2,700,000.00 Rp 5,950,000.00 RAHMAT PURWANTO Rp 3,500,000.00 Rp 6,150,000.00 ERWIN GUNAWAN Rp 6,500,000.00 Rp 5,050,000.00 H.SENEN Rp 6,500,000.00 Rp 6,700,000.00 ANDIKA KUSUMA Rp 3,900,000.00 Rp 5,900,000.00 DIDI KUSUMA WIJAYA Rp 3,000,000.00 Rp 6,680,000.00

N = 60 Rp 713,050,000.00 Rp 496,488,000.00

Sehingga persamaan persamaan regresi Y = Rp7,306,487.30 + Rp0.55 X

A. Model regresi linier yang hanya melibatkan satu variabel bebas (X). Model regresinya sbb:

bXaY

22 )( XXn

XYnb YX

2)000.00Rp496,488,()0.00574,000,008,621,374, Rp(60

) 0.00713,050,00 Rp )(000.00Rp496,488,()000.000,200,000,Rp8,396,99(60

b

0,000.00140,296,00Rp270,782,

0,000.00643,600,00Rp149,798, b

55.0Rpb

n

b

n

na XY

60

)000.00Rp496,488, )(55.0(

60

0.00713,050,00 Rp Rpa

60

8.10438,389,23 Rp a

7.30Rp7,306,48 a

B. Koefisien Korelasi Regresi

Jadi hubungan keeratan antara biaya iklan dan volume penjualan sebesar 35%

C. Kesalahan Baku Estimasi (Standart error of estimate): mengukur besarnya penyimpangan nilai Y dengan nilai estimasi atau (Yr).

2 22 2

n XY X Yr

n X X n Y Y

22 ) 0.00713,050,00 Rp (),000.0062,500,000Rp19,786,1(60(())000.00Rp496,488,()000.004,574,000,Rp8,621,37(60(

) 000.00Rp713,050, )(000.00Rp496,488,()000.000,200,000,Rp8,396,99(60

r

379.00)Rp823,850, ( 313.00)Rp520,367, (

0,000.00643,600,00Rp149,798, r

2,000.00808,034,26Rp428,704,

0,000.00643,600,00Rp149,798, r

35,0Rpr

2.

2

n

XYbYaYxSy

260

000.00)0,200,000,Rp8,396,99 (Rp0.55)( -) 0.00713,050,00 Rp 7.30)(Rp7,306,48 ( - ,000.0062,500,000Rp19,786,1 .

xSy

58

320.005,859,820,Rp9,930,99 . xSy

6.00066,548,62Rp171,224, . xSy

61.40Rp13,085,2 . xSy

X.Y X2 Rp 2,007,000,000,000.00 Rp 198,916,000,000.00 Rp 2,353,000,000,000.00 Rp 131,044,000,000.00 Rp 864,000,000,000.00 Rp 102,400,000,000.00 Rp 2,803,200,000,000.00 Rp 191,844,000,000.00 Rp 10,502,800,000,000.00 Rp 116,281,000,000.00 Rp 8,676,000,000,000.00 Rp 232,324,000,000.00 Rp 24,288,000,000,000.00 Rp 304,704,000,000.00 Rp 6,901,500,000,000.00 Rp 25,760,250,000.00 Rp 52,569,600,000,000.00 Rp 1,199,463,040,000.00 Rp 31,416,000,000,000.00 Rp 213,444,000,000.00 Rp 3,744,000,000,000.00 Rp 24,336,000,000.00 Rp 15,160,000,000,000.00 Rp 143,641,000,000.00 Rp 677,500,000,000.00 Rp 73,441,000,000.00 Rp 1,530,000,000,000.00 Rp 93,636,000,000.00 Rp 2,590,500,000,000.00 Rp 221,841,000,000.00 Rp 584,100,000,000.00 Rp 31,329,000,000.00 Rp 585,000,000,000.00 Rp 38,025,000,000.00 Rp 411,400,000,000.00 Rp 34,969,000,000.00 Rp 1,727,000,000,000.00 Rp 98,596,000,000.00 Rp 1,995,000,000,000.00 Rp 324,900,000,000.00 Rp 1,500,000,000,000.00 Rp 40,000,000,000.00 Rp 3,350,000,000,000.00 Rp 17,956,000,000.00 Rp 44,950,000,000,000.00 Rp 2,102,500,000,000.00 Rp 1,845,000,000,000.00 Rp 168,100,000,000.00 Rp 115,500,000,000.00 Rp 27,225,000,000.00 Rp 34,850,000,000,000.00 Rp 4,202,500,000,000.00 Rp 870,000,000,000.00 Rp 21,025,000,000.00 Rp 5,760,000,000,000.00 Rp 331,776,000,000.00 Rp 5,134,000,000,000.00 Rp 91,204,000,000.00 Rp 5,529,000,000,000.00 Rp 84,681,000,000.00 Rp 4,768,000,000,000.00 Rp 88,804,000,000.00 Rp 885,000,000,000.00 Rp 125,316,000,000.00 Rp 1,734,000,000,000.00 Rp 83,521,000,000.00 Rp 1,213,700,000,000.00 Rp 52,441,000,000.00 Rp 1,344,000,000,000.00 Rp 36,864,000,000.00 Rp 963,800,000,000.00 Rp 99,856,000,000.00 Rp 1,696,000,000,000.00 Rp 44,944,000,000.00 Rp 1,563,100,000,000.00 Rp 101,761,000,000.00 Rp 3,440,000,000,000.00 Rp 184,900,000,000.00 Rp 1,225,000,000,000.00 Rp 60,025,000,000.00 Rp 3,130,000,000,000.00 Rp 97,969,000,000.00 Rp 988,400,000,000.00 Rp 124,609,000,000.00 Rp 942,500,000,000.00 Rp 105,625,000,000.00 Rp 1,099,800,000,000.00 Rp 178,929,000,000.00 Rp 8,288,000,000,000.00 Rp 87,616,000,000.00

Rp 2,299,000,000,000.00 Rp 174,724,000,000.00 Rp 4,950,000,000,000.00 Rp 108,900,000,000.00 Rp 1,225,000,000,000.00 Rp 240,100,000,000.00 Rp 2,827,500,000,000.00 Rp 142,129,000,000.00 Rp 2,282,500,000,000.00 Rp 172,225,000,000.00 Rp 935,000,000,000.00 Rp 139,876,000,000.00 Rp 12,402,000,000,000.00 Rp 227,529,000,000.00 Rp 738,000,000,000.00 Rp 60,516,000,000.00 Rp 1,250,700,000,000.00 Rp 143,641,000,000.00 Rp 855,900,000,000.00 Rp 100,489,000,000.00 Rp 1,344,000,000,000.00 Rp 147,456,000,000.00 Rp 2,710,500,000,000.00 Rp 173,889,000,000.00 Rp 2,600,000,000,000.00 Rp 160,000,000,000.00 Rp 1,431,300,000,000.00 Rp 134,689,000,000.00 Rp 984,000,000,000.00 Rp 107,584,000,000.00 Rp 347,405,800,000,000.00 Rp 14,594,788,290,000.00

A. Model regresi linier yang hanya melibatkan satu variabel bebas (X). Model regresinya sbb:

2) .0023,720,700 Rp () 0,290,000.014,594,788 Rp (60

) 0.00713,050,00 Rp )( .0023,720,700 Rp () 000,000,000.347,405,80 Rp (60

b

60

) .0023,720,700 Rp )(56.12(

60

0.00713,050,00 Rp Rpa

X.Y X2

mengukur besarnya penyimpangan nilai Y dengan nilai estimasi atau (Yr).

22 ) 0.00713,050,00 Rp () 00.00,500,000,019,786,162 Rp (60(()) .0023,720,700 Rp () .0088,290,000Rp14,594,7 (60(

) 000.00Rp713,050, )( .0023,720,700 Rp () 0.00800,000,00Rp347,405, (60

r

260

) 000,000,000.347,405,80 Rp 12.56)( (Rp -) 0.00713,050,00 Rp 49)(6,920,116. (Rp - 00.00,500,000,019,786,162 Rp .

xSy

58

,100.0059,781,810Rp10,489,6 . xSy

Rp 19,741,500,000,000.00 Rp 19,245,769,000,000.00 Rp 25,220,000,000,000.00 Rp 15,054,400,000,000.00 Rp 13,500,000,000,000.00 Rp 25,000,000,000,000.00 Rp 57,600,000,000,000.00 Rp 81,000,000,000,000.00 Rp 110,541,200,000,000.00 Rp 12,880,921,000,000.00 Rp 300,600,000,000,000.00 Rp 278,890,000,000,000.00 Rp 216,920,000,000,000.00 Rp 24,304,900,000,000.00 Rp 178,450,000,000,000.00 Rp 17,222,500,000,000.00 Rp 1,268,640,000,000,000.00 Rp 698,544,900,000,000.00 Rp 1,363,400,000,000,000.00 Rp 402,002,500,000,000.00 Rp 78,360,000,000,000.00 Rp 10,660,225,000,000.00 Rp 572,000,000,000,000.00 Rp 204,490,000,000,000.00 Rp 8,987,500,000,000.00 Rp 12,924,025,000,000.00 Rp 19,500,000,000,000.00 Rp 15,210,000,000,000.00 Rp 38,747,500,000,000.00 Rp 49,632,025,000,000.00 Rp 6,501,000,000,000.00 Rp 3,880,900,000,000.00 Rp 4,770,000,000,000.00 Rp 2,528,100,000,000.00 Rp 2,409,000,000,000.00 Rp 1,199,025,000,000.00 Rp 9,570,000,000,000.00 Rp 3,027,600,000,000.00 Rp 3,780,000,000,000.00 Rp 1,166,400,000,000.00 Rp 2,850,000,000,000.00 Rp 144,400,000,000.00 Rp 50,750,000,000,000.00 Rp 4,120,900,000,000.00 Rp 142,600,000,000,000.00 Rp 21,160,000,000,000.00 Rp 7,200,000,000,000.00 Rp 2,560,000,000,000.00 Rp 294,000,000,000.00 Rp 176,400,000,000.00 Rp 149,600,000,000,000.00 Rp 77,440,000,000,000.00 Rp 4,032,000,000,000.00 Rp 451,584,000,000.00 Rp 56,500,000,000,000.00 Rp 31,922,500,000,000.00 Rp 289,850,000,000,000.00 Rp 290,702,500,000,000.00 Rp 348,650,000,000,000.00 Rp 336,722,500,000,000.00 Rp 944,000,000,000,000.00 Rp 3,481,000,000,000,000.00 Rp 15,000,000,000,000.00 Rp 36,000,000,000,000.00 Rp 46,440,000,000,000.00 Rp 59,907,600,000,000.00 Rp 49,290,000,000,000.00 Rp 86,490,000,000,000.00 Rp 49,700,000,000,000.00 Rp 50,410,000,000,000.00 Rp 23,088,500,000,000.00 Rp 57,304,900,000,000.00 Rp 61,200,000,000,000.00 Rp 58,522,500,000,000.00 Rp 42,875,000,000,000.00 Rp 76,562,500,000,000.00 Rp 76,000,000,000,000.00 Rp 90,250,000,000,000.00 Rp 27,000,000,000,000.00 Rp 29,160,000,000,000.00 Rp 124,000,000,000,000.00 Rp 153,760,000,000,000.00 Rp 21,336,000,000,000.00 Rp 58,064,400,000,000.00 Rp 21,170,000,000,000.00 Rp 53,290,000,000,000.00 Rp 19,968,000,000,000.00 Rp 58,982,400,000,000.00 Rp 243,600,000,000,000.00 Rp 75,690,000,000,000.00 Rp 29,865,000,000,000.00 Rp 29,484,900,000,000.00 Rp 287,250,000,000,000.00 Rp 366,722,500,000,000.00 Rp 9,125,000,000,000.00 Rp 13,322,500,000,000.00

Rp 63,300,000,000,000.00 Rp 71,233,600,000,000.00 Rp 39,325,000,000,000.00 Rp 51,122,500,000,000.00 Rp 30,500,000,000,000.00 Rp 148,840,000,000,000.00 Rp 630,500,000,000,000.00 Rp 588,062,500,000,000.00 Rp 18,600,000,000,000.00 Rp 38,440,000,000,000.00 Rp 15,279,000,000,000.00 Rp 21,436,900,000,000.00 Rp 16,065,000,000,000.00 Rp 35,402,500,000,000.00 Rp 21,525,000,000,000.00 Rp 37,822,500,000,000.00 Rp 32,825,000,000,000.00 Rp 25,502,500,000,000.00 Rp 43,550,000,000,000.00 Rp 44,890,000,000,000.00 Rp 23,010,000,000,000.00 Rp 34,810,000,000,000.00 Rp 20,040,000,000,000.00 Rp 44,622,400,000,000.00 Rp 8,396,990,200,000,000.00 Rp 8,621,374,574,000,000.00

A. Model regresi linier yang hanya melibatkan satu variabel bebas (X). Model regresinya sbb:

2)000.00Rp496,488,()0.00574,000,008,621,374, Rp(60

) 0.00713,050,00 Rp )(000.00Rp496,488,()000.000,200,000,Rp8,396,99(60

b

60

)000.00Rp496,488, )(55.0(

60

0.00713,050,00 Rp Rpa

mengukur besarnya penyimpangan nilai Y dengan nilai estimasi atau (Yr).

22 ) 0.00713,050,00 Rp (),000.0062,500,000Rp19,786,1(60(())000.00Rp496,488,()000.004,574,000,Rp8,621,37(60(

) 000.00Rp713,050, )(000.00Rp496,488,()000.000,200,000,Rp8,396,99(60

r

260

000.00)0,200,000,Rp8,396,99 (Rp0.55)( -) 0.00713,050,00 Rp 7.30)(Rp7,306,48 ( - ,000.0062,500,000Rp19,786,1 .

xSy

58

320.005,859,820,Rp9,930,99 . xSy

6.00066,548,62Rp171,224, . xSy

REGRESI ENERGI DAN KOMUNIKASIY2 NAMA

Rp 20,250,000,000,000.00 ZULKIFLI Rp 42,250,000,000,000.00 MAWAN Rp 7,290,000,000,000.00 RIAN Rp 40,960,000,000,000.00 FEBRI Rp 948,640,000,000,000.00 YANTO Rp 324,000,000,000,000.00 NAHWAN Rp 1,936,000,000,000,000.00 PAISAL Rp 1,849,000,000,000,000.00 AL SAFFAT GHAZALI Rp 2,304,000,000,000,000.00 SYAMSUL RIZAL Rp 4,624,000,000,000,000.00 NOVAL ARDIAN PRATAMA Rp 576,000,000,000,000.00 M.IQBAL Rp 1,600,000,000,000,000.00 FERDI MELSON R Rp 6,250,000,000,000.00 MARJUNI HARUN Rp 25,000,000,000,000.00 SUMIYO Rp 30,250,000,000,000.00 ISMET NUR HUSNI Rp 10,890,000,000,000.00 ADI CHANDRA Rp 9,000,000,000,000.00 SAHRI SANDI WINATA Rp 4,840,000,000,000.00 RUDI HARTONO Rp 30,250,000,000,000.00 IR.FIRMANSYAH Rp 12,250,000,000,000.00 EDI NELSON Rp 56,250,000,000,000.00 AMIR HUSIN Rp 625,000,000,000,000.00 FATIR RIZKI Rp 961,000,000,000,000.00 SARLAN PERKASA Rp 20,250,000,000,000.00 RUSDAN Rp 490,000,000,000.00 RUDI PERKASA Rp 289,000,000,000,000.00 S. HABNIN Rp 36,000,000,000,000.00 M. AKBAR Rp 100,000,000,000,000.00 Riduan Rp 289,000,000,000,000.00 RIO FEBRIANTO Rp 361,000,000,000,000.00 DANNY PRADANA Rp 256,000,000,000,000.00 SALAMAT PURBA Rp 6,250,000,000,000.00 PADRIZAL Rp 36,000,000,000,000.00 HAMIDIN SULISTHIO Rp 28,090,000,000,000.00 AZHARI BSC Rp 49,000,000,000,000.00 MARDIANTO Rp 9,302,500,000,000.00 LUKMAN ULHAKIM Rp 64,000,000,000,000.00 MUHAMAD TOHA ARAFAT,SE,AK Rp 24,010,000,000,000.00 YAN ALBERTHO Rp 64,000,000,000,000.00 KMS.TAUFI OURRAHMAN,SH Rp 25,000,000,000,000.00 HERMAN Rp 100,000,000,000,000.00 DANIEL Rp 7,840,000,000,000.00 RICO HANIF Rp 8,410,000,000,000.00 BENI PRAKOSO Rp 6,760,000,000,000.00 SUSANTO Rp 784,000,000,000,000.00 ANDIAN

Rp 30,250,000,000,000.00 YOGI PUTRA Rp 225,000,000,000,000.00 DIDI SAPUTRA Rp 6,250,000,000,000.00 RUSLAN EFFENDI Rp 56,250,000,000,000.00 ISHAK HABIBI Rp 30,250,000,000,000.00 BOBBI Rp 6,250,000,000,000.00 VIVID ARDIANSYAH Rp 676,000,000,000,000.00 ARIANTO Rp 9,000,000,000,000.00 NURALI Rp 10,890,000,000,000.00 FEBRI WIJAYA Rp 7,290,000,000,000.00 BAGUS RAMAHNA Rp 12,250,000,000,000.00 RAHMAT PURWANTO Rp 42,250,000,000,000.00 ERWIN GUNAWAN Rp 42,250,000,000,000.00 H.SENEN Rp 15,210,000,000,000.00 ANDIKA KUSUMA Rp 9,000,000,000,000.00 DIDI KUSUMA WIJAYA Rp 19,786,162,500,000,000.00 N = 60

Sehingga persamaan persamaan regresi Y = Rp 11,895,724.77 -0.01 X

A. Model regresi linier yang hanya melibatkan satu variabel bebas (X). Model regresinya sbb:

bXaY

22 )( XXn

XYnb YX

2)00.00Rp84,229,0()000.002,623,000,Rp2,674,27(60

) 0.00713,050,00 Rp )(00.00Rp84,229,0()0.00800,000,00Rp979,946,(60

b

0,000.00832,939,00Rp153,361,

0.00450,000,001,262,680,- Rp b

01.0Rpb

n

b

n

na XY

60

)00.00Rp84,229,0)(01.0(

60

0.00713,050,00 Rp Rpa

60

486.18Rp713,743, a

24.77Rp11,895,7 a

B. Koefisien Korelasi Regresi

Jadi hubungan keeratan antara biaya iklan dan volume penjualan sebesar -0391369039%

REGRESI KESEHATAN DAN KECANTIKANY2 NAMA

C. Kesalahan Baku Estimasi (Standart error of estimate): mengukur besarnya penyimpangan nilai Y dengan nilai estimasi atau (Yr).

2 22 2

n XY X Yr

n X X n Y Y

22 ) 0.00713,050,00 Rp () 00.00,500,000,019,786,162 Rp (60(()) .0023,720,700 Rp () .0088,290,000Rp14,594,7 (60(

) 000.00Rp713,050, )( .0023,720,700 Rp () 0.00800,000,00Rp347,405, (60

r

260

) 000,000,000.347,405,80 Rp 12.56)( (Rp -) 0.00713,050,00 Rp 49)(6,920,116. (Rp - 00.00,500,000,019,786,162 Rp .

xSy

22 ) 0.00713,050,00 Rp (),000.0062,500,000Rp19,786,1(60(())000.00(Rp84,229,)000.002,623,000,Rp2,674,27(60(

) 000.00Rp713,050, )(00.00Rp84,229,0 ()0.00800,000,00Rp979,946,(60

r

379.00)Rp823,850, ( 3.00)391,614,39 Rp (

0.00450,000,001,262,680,- Rp r

000.006,094,905,322,631,66 Rp

0.00450,000,001,262,680,-Rp r

0.00391369-Rpr

2.

2

n

XYbYaYxSy

260

) 000,000,000.979,946,80 Rp 0.01)(- (Rp -) 0.00713,050,00 Rp .77)(11,895,724 Rp ( - 00.00,500,000,019,786,162 Rp .

xSy

58

600.004,190,329,Rp1,311,98 . xSy

6.00210,178,09Rp195,034, . xSy

.9013,965,464 Rp . xSy

Rp 20,250,000,000,000.00 ZULKIFLI Rp 42,250,000,000,000.00 MAWAN Rp 7,290,000,000,000.00 RIAN Rp 40,960,000,000,000.00 FEBRI Rp 948,640,000,000,000.00 YANTO Rp 324,000,000,000,000.00 NAHWAN Rp 1,936,000,000,000,000.00 PAISAL Rp 1,849,000,000,000,000.00 AL SAFFAT GHAZALI Rp 2,304,000,000,000,000.00 SYAMSUL RIZAL Rp 4,624,000,000,000,000.00 NOVAL ARDIAN PRATAMA Rp 576,000,000,000,000.00 M.IQBAL Rp 1,600,000,000,000,000.00 FERDI MELSON R Rp 6,250,000,000,000.00 MARJUNI HARUN Rp 25,000,000,000,000.00 SUMIYO Rp 30,250,000,000,000.00 ISMET NUR HUSNI Rp 10,890,000,000,000.00 ADI CHANDRA Rp 9,000,000,000,000.00 SAHRI SANDI WINATA Rp 4,840,000,000,000.00 RUDI HARTONO Rp 30,250,000,000,000.00 IR.FIRMANSYAH Rp 12,250,000,000,000.00 EDI NELSON Rp 56,250,000,000,000.00 AMIR HUSIN Rp 625,000,000,000,000.00 FATIR RIZKI Rp 961,000,000,000,000.00 SARLAN PERKASA Rp 20,250,000,000,000.00 RUSDAN Rp 490,000,000,000.00 RUDI PERKASA Rp 289,000,000,000,000.00 S. HABNIN Rp 36,000,000,000,000.00 M. AKBAR Rp 100,000,000,000,000.00 Riduan Rp 289,000,000,000,000.00 RIO FEBRIANTO Rp 361,000,000,000,000.00 DANNY PRADANA Rp 256,000,000,000,000.00 SALAMAT PURBA Rp 6,250,000,000,000.00 PADRIZAL Rp 36,000,000,000,000.00 HAMIDIN SULISTHIO Rp 28,090,000,000,000.00 AZHARI BSC Rp 49,000,000,000,000.00 MARDIANTO Rp 9,302,500,000,000.00 LUKMAN ULHAKIM Rp 64,000,000,000,000.00 MUHAMAD TOHA ARAFAT,SE,AK Rp 24,010,000,000,000.00 YAN ALBERTHO Rp 64,000,000,000,000.00 KMS.TAUFI OURRAHMAN,SH Rp 25,000,000,000,000.00 HERMAN Rp 100,000,000,000,000.00 DANIEL Rp 7,840,000,000,000.00 RICO HANIF Rp 8,410,000,000,000.00 BENI PRAKOSO Rp 6,760,000,000,000.00 SUSANTO Rp 784,000,000,000,000.00 ANDIAN Rp 30,250,000,000,000.00 YOGI PUTRA Rp 225,000,000,000,000.00 DIDI SAPUTRA Rp 6,250,000,000,000.00 RUSLAN EFFENDI

Rp 56,250,000,000,000.00 ISHAK HABIBI Rp 30,250,000,000,000.00 BOBBI Rp 6,250,000,000,000.00 VIVID ARDIANSYAH Rp 676,000,000,000,000.00 ARIANTO Rp 9,000,000,000,000.00 NURALI Rp 10,890,000,000,000.00 FEBRI WIJAYA Rp 7,290,000,000,000.00 BAGUS RAMAHNA Rp 12,250,000,000,000.00 RAHMAT PURWANTO Rp 42,250,000,000,000.00 ERWIN GUNAWAN Rp 42,250,000,000,000.00 H.SENEN Rp 15,210,000,000,000.00 ANDIKA KUSUMA Rp 9,000,000,000,000.00 DIDI KUSUMA WIJAYA Rp 19,786,162,500,000,000.00 N = 60

A. Model regresi linier yang hanya melibatkan satu variabel bebas (X). Model regresinya sbb:

bXaY

22 )( XXn

XYnb YX

2)00.00Rp18,785,5 ().0028,250,000Rp10,263,9(60

) 0.00713,050,00 Rp )(00.00Rp18,785,5 ()0.00400,000,00Rp247,536,(60

b

0.00684,750,00Rp262,940,

000.003,225,000,Rp1,457,18 b

Rp5.54 b

n

b

n

na XY

60

)00.00Rp18,785,5)(Rp5.54(

60

0.00713,050,00 Rp a

60

191.66Rp608,943, a

53.19Rp10,149,0 a

Sehingga persamaan persamaan regresi Y = Rp10,149,053.19 + Rp5.54 X

B. Koefisien Korelasi Regresi

Jadi hubungan keeratan antara biaya iklan dan volume penjualan sebesar 11%

C. Kesalahan Baku Estimasi (Standart error of estimate): mengukur besarnya penyimpangan nilai Y dengan nilai estimasi atau (Yr).

2 22 2

n XY X Yr

n X X n Y Y

22 ) 0.00713,050,00 Rp (),000.0062,500,000Rp19,786,1(60(())000.00Rp496,488,()000.004,574,000,Rp8,621,37(60(

) 000.00Rp713,050, )(000.00Rp496,488,()000.000,200,000,Rp8,396,99(60

r

260

000.00)0,200,000,Rp8,396,99 (Rp0.55)( -) 0.00713,050,00 Rp 7.30)(Rp7,306,48 ( - ,000.0062,500,000Rp19,786,1 .

xSy

22 ) 0.00713,050,00 Rp ()00.00,500,000,019,786,162 Rp (60())00.00Rp18,785,5 ().0028,250,000Rp10,263,9 (60(

) 000.00Rp713,050, )(00.00Rp18,785,5 ()0.00400,000,00Rp247,536, (60

r

00.00,250,369,013,359,101 Rp

000.003,225,000,Rp1,457,18 r

Rp0.11 r

379.00)Rp823,850, ( 45.90)Rp16,215,4 (

000.003,225,000,Rp1,457,18 r

2.

2

n

XYbYaYxSy

260

0.00)400,000,00Rp247,536, )( Rp5.54 ( -000.00)Rp713,050, 53.19)(Rp10,149,0 ( - 00.00,500,000,019,786,162 Rp .

xSy

58

,300.0065,446,118Rp11,177,5 . xSy

0.00645,622,73Rp192,716, . xSy

.1013,882,242 Rp . xSy

REGRESI ENERGI DAN KOMUNIKASIPENDAPATAN (Y) ENERGI DAN KOMUNIKASI (X)

Rp 4,500,000.00 Rp 446,000.00 Rp 6,500,000.00 Rp 318,000.00 Rp 2,700,000.00 Rp 258,000.00 Rp 6,400,000.00 Rp 487,000.00 Rp 30,800,000.00 Rp 543,000.00 Rp 18,000,000.00 Rp 810,000.00 Rp 44,000,000.00 Rp 584,000.00 Rp 43,000,000.00 Rp 359,000.00 Rp 48,000,000.00 Rp 1,485,000.00 Rp 68,000,000.00 Rp 760,000.00 Rp 24,000,000.00 Rp 542,000.00 Rp 40,000,000.00 Rp 559,000.00 Rp 2,500,000.00 Rp 477,000.00 Rp 5,000,000.00 Rp 636,000.00 Rp 5,500,000.00 Rp 1,044,000.00 Rp 3,300,000.00 Rp 542,000.00 Rp 3,000,000.00 Rp 366,000.00 Rp 2,200,000.00 Rp 296,000.00 Rp 5,500,000.00 Rp 592,000.00 Rp 3,500,000.00 Rp 330,000.00 Rp 7,500,000.00 Rp 99,000.00 Rp 25,000,000.00 Rp 289,000.00 Rp 31,000,000.00 Rp 800,000.00 Rp 4,500,000.00 Rp 630,000.00 Rp 700,000.00 Rp 165,000.00 Rp 17,000,000.00 Rp 1,520,000.00 Rp 6,000,000.00 Rp 504,000.00 Rp 10,000,000.00 Rp 51,487,000.00 Rp 17,000,000.00 Rp 530,000.00 Rp 19,000,000.00 Rp 466,000.00 Rp 16,000,000.00 Rp 1,330,000.00 Rp 2,500,000.00 Rp 1,150,000.00 Rp 6,000,000.00 Rp 477,000.00 Rp 5,300,000.00 Rp 656,000.00 Rp 7,000,000.00 Rp 556,000.00 Rp 3,050,000.00 Rp 572,000.00 Rp 8,000,000.00 Rp 786,000.00 Rp 4,900,000.00 Rp 556,000.00 Rp 8,000,000.00 Rp 1,272,000.00 Rp 5,000,000.00 Rp 515,000.00 Rp 10,000,000.00 Rp 430,000.00 Rp 2,800,000.00 Rp 594,000.00 Rp 2,900,000.00 Rp 470,000.00 Rp 2,600,000.00 Rp 523,000.00 Rp 28,000,000.00 Rp 699,000.00

Rp 5,500,000.00 Rp 438,000.00 Rp 15,000,000.00 Rp 287,000.00 Rp 2,500,000.00 Rp 386,000.00 Rp 7,500,000.00 Rp 263,000.00 Rp 5,500,000.00 Rp 442,000.00 Rp 2,500,000.00 Rp 464,000.00 Rp 26,000,000.00 Rp 587,000.00 Rp 3,000,000.00 Rp 492,000.00 Rp 3,300,000.00 Rp 428,000.00 Rp 2,700,000.00 Rp 320,000.00 Rp 3,500,000.00 Rp 249,000.00 Rp 6,500,000.00 Rp 257,000.00 Rp 6,500,000.00 Rp 388,000.00 Rp 3,900,000.00 Rp 320,000.00 Rp 3,000,000.00 Rp 398,000.00 Rp 713,050,000.00 Rp 84,229,000.00

Sehingga persamaan persamaan regresi Y = Rp 11,895,724.77 -0.01 X

A. Model regresi linier yang hanya melibatkan satu variabel bebas (X). Model regresinya sbb:

2)00.00Rp84,229,0()000.002,623,000,Rp2,674,27(60

) 0.00713,050,00 Rp )(00.00Rp84,229,0()0.00800,000,00Rp979,946,(60

b

0,000.00832,939,00Rp153,361,

0.00450,000,001,262,680,- Rp b

01.0Rpb

n

b

n

na XY

60

)00.00Rp84,229,0)(01.0(

60

0.00713,050,00 Rp Rpa

24.77Rp11,895,7 a

Jadi hubungan keeratan antara biaya iklan dan volume penjualan sebesar -0391369039%

REGRESI KESEHATAN DAN KECANTIKANPENDAPATAN (Y) KESEHATAN DAN KECANTIKAN (X)

C. Kesalahan Baku Estimasi (Standart error of estimate): mengukur besarnya penyimpangan nilai Y dengan nilai estimasi atau (Yr).

2 22 2

n XY X Yr

n X X n Y Y

22 ) 0.00713,050,00 Rp (),000.0062,500,000Rp19,786,1(60(())000.00(Rp84,229,)000.002,623,000,Rp2,674,27(60(

) 000.00Rp713,050, )(00.00Rp84,229,0 ()0.00800,000,00Rp979,946,(60

r

379.00)Rp823,850, ( 3.00)391,614,39 Rp (

0.00450,000,001,262,680,- Rp r

000.006,094,905,322,631,66 Rp

0.00450,000,001,262,680,-Rp r

0.00391369-Rpr

2.

2

n

XYbYaYxSy

260

) 000,000,000.979,946,80 Rp 0.01)(- (Rp -) 0.00713,050,00 Rp .77)(11,895,724 Rp ( - 00.00,500,000,019,786,162 Rp .

xSy

58

600.004,190,329,Rp1,311,98 . xSy

6.00210,178,09Rp195,034, . xSy

.9013,965,464 Rp . xSy

Rp 4,500,000.00 Rp 256,000.00 Rp 6,500,000.00 Rp 663,500.00 Rp 2,700,000.00 Rp 180,000.00 Rp 6,400,000.00 Rp 618,000.00 Rp 30,800,000.00 Rp 455,000.00 Rp 18,000,000.00 Rp 305,000.00 Rp 44,000,000.00 Rp 305,000.00 Rp 43,000,000.00 Rp 68,000.00 Rp 48,000,000.00 Rp 162,000.00 Rp 68,000,000.00 Rp 260,000.00 Rp 24,000,000.00 Rp 58,000.00 Rp 40,000,000.00 Rp 150,000.00 Rp 2,500,000.00 Rp 146,000.00 Rp 5,000,000.00 Rp 170,000.00 Rp 5,500,000.00 Rp 520,000.00 Rp 3,300,000.00 Rp 325,000.00 Rp 3,000,000.00 Rp 250,000.00 Rp 2,200,000.00 Rp 225,000.00 Rp 5,500,000.00 Rp 500,000.00 Rp 3,500,000.00 Rp 50,000.00 Rp 7,500,000.00 Rp 118,000.00 Rp 25,000,000.00 Rp 177,000.00 Rp 31,000,000.00 Rp 1,400,000.00 Rp 4,500,000.00 Rp 850,000.00 Rp 700,000.00 Rp 155,000.00 Rp 17,000,000.00 Rp 720,000.00 Rp 6,000,000.00 Rp 98,000.00 Rp 10,000,000.00 Rp 640,000.00 Rp 17,000,000.00 Rp 920,000.00 Rp 19,000,000.00 Rp 1,300,000.00 Rp 16,000,000.00 Rp 110,000.00 Rp 2,500,000.00 Rp 60,000.00 Rp 6,000,000.00 Rp 225,000.00 Rp 5,300,000.00 Rp 250,000.00 Rp 7,000,000.00 Rp 80,000.00 Rp 3,050,000.00 Rp 305,000.00 Rp 8,000,000.00 Rp 180,000.00 Rp 4,900,000.00 Rp 205,000.00 Rp 8,000,000.00 Rp 290,000.00 Rp 5,000,000.00 Rp 50,000.00 Rp 10,000,000.00 Rp 230,000.00 Rp 2,800,000.00 Rp 87,000.00 Rp 2,900,000.00 Rp 294,000.00 Rp 2,600,000.00 Rp 378,000.00 Rp 28,000,000.00 Rp 382,000.00 Rp 5,500,000.00 Rp 437,000.00 Rp 15,000,000.00 Rp 234,000.00 Rp 2,500,000.00 Rp 280,000.00

Rp 7,500,000.00 Rp 134,000.00 Rp 5,500,000.00 Rp 220,000.00 Rp 2,500,000.00 Rp 210,000.00 Rp 26,000,000.00 Rp 156,000.00 Rp 3,000,000.00 Rp 149,000.00 Rp 3,300,000.00 Rp 393,000.00 Rp 2,700,000.00 Rp 248,000.00 Rp 3,500,000.00 Rp 272,000.00 Rp 6,500,000.00 Rp 138,000.00 Rp 6,500,000.00 Rp 322,000.00 Rp 3,900,000.00 Rp 233,000.00 Rp 3,000,000.00 Rp 189,000.00 Rp 713,050,000.00 Rp 18,785,500.00

A. Model regresi linier yang hanya melibatkan satu variabel bebas (X). Model regresinya sbb:

2)00.00Rp18,785,5 ().0028,250,000Rp10,263,9(60

) 0.00713,050,00 Rp )(00.00Rp18,785,5 ()0.00400,000,00Rp247,536,(60

b

0.00684,750,00Rp262,940,

000.003,225,000,Rp1,457,18 b

Rp5.54 b

60

)00.00Rp18,785,5)(Rp5.54(

60

0.00713,050,00 Rp a

60

191.66Rp608,943, a

53.19Rp10,149,0 a

Sehingga persamaan persamaan regresi Y = Rp10,149,053.19 + Rp5.54 X

Jadi hubungan keeratan antara biaya iklan dan volume penjualan sebesar 11%

C. Kesalahan Baku Estimasi (Standart error of estimate): mengukur besarnya penyimpangan nilai Y dengan nilai estimasi atau (Yr).

2 22 2

n XY X Yr

n X X n Y Y

22 ) 0.00713,050,00 Rp ()00.00,500,000,019,786,162 Rp (60())00.00Rp18,785,5 ().0028,250,000Rp10,263,9 (60(

) 000.00Rp713,050, )(00.00Rp18,785,5 ()0.00400,000,00Rp247,536, (60

r

00.00,250,369,013,359,101 Rp

000.003,225,000,Rp1,457,18 r

379.00)Rp823,850, ( 45.90)Rp16,215,4 (

000.003,225,000,Rp1,457,18 r

2.

2

n

XYbYaYxSy

260

0.00)400,000,00Rp247,536, )( Rp5.54 ( -000.00)Rp713,050, 53.19)(Rp10,149,0 ( - 00.00,500,000,019,786,162 Rp .

xSy

58

,300.0065,446,118Rp11,177,5 . xSy

0.00645,622,73Rp192,716, . xSy

X.Y X2 Rp 2,007,000,000,000.00 Rp 198,916,000,000.00 Rp 2,067,000,000,000.00 Rp 101,124,000,000.00 Rp 696,600,000,000.00 Rp 66,564,000,000.00 Rp 3,116,800,000,000.00 Rp 237,169,000,000.00 Rp 16,724,400,000,000.00 Rp 294,849,000,000.00 Rp 14,580,000,000,000.00 Rp 656,100,000,000.00 Rp 25,696,000,000,000.00 Rp 341,056,000,000.00 Rp 15,437,000,000,000.00 Rp 128,881,000,000.00 Rp 71,280,000,000,000.00 Rp 2,205,225,000,000.00 Rp 51,680,000,000,000.00 Rp 577,600,000,000.00 Rp 13,008,000,000,000.00 Rp 293,764,000,000.00 Rp 22,360,000,000,000.00 Rp 312,481,000,000.00 Rp 1,192,500,000,000.00 Rp 227,529,000,000.00 Rp 3,180,000,000,000.00 Rp 404,496,000,000.00 Rp 5,742,000,000,000.00 Rp 1,089,936,000,000.00 Rp 1,788,600,000,000.00 Rp 293,764,000,000.00 Rp 1,098,000,000,000.00 Rp 133,956,000,000.00 Rp 651,200,000,000.00 Rp 87,616,000,000.00 Rp 3,256,000,000,000.00 Rp 350,464,000,000.00 Rp 1,155,000,000,000.00 Rp 108,900,000,000.00 Rp 742,500,000,000.00 Rp 9,801,000,000.00 Rp 7,225,000,000,000.00 Rp 83,521,000,000.00 Rp 24,800,000,000,000.00 Rp 640,000,000,000.00 Rp 2,835,000,000,000.00 Rp 396,900,000,000.00 Rp 115,500,000,000.00 Rp 27,225,000,000.00 Rp 25,840,000,000,000.00 Rp 2,310,400,000,000.00 Rp 3,024,000,000,000.00 Rp 254,016,000,000.00 Rp 514,870,000,000,000.00 Rp 2,650,911,169,000,000.00 Rp 9,010,000,000,000.00 Rp 280,900,000,000.00 Rp 8,854,000,000,000.00 Rp 217,156,000,000.00 Rp 21,280,000,000,000.00 Rp 1,768,900,000,000.00 Rp 2,875,000,000,000.00 Rp 1,322,500,000,000.00 Rp 2,862,000,000,000.00 Rp 227,529,000,000.00 Rp 3,476,800,000,000.00 Rp 430,336,000,000.00 Rp 3,892,000,000,000.00 Rp 309,136,000,000.00 Rp 1,744,600,000,000.00 Rp 327,184,000,000.00 Rp 6,288,000,000,000.00 Rp 617,796,000,000.00 Rp 2,724,400,000,000.00 Rp 309,136,000,000.00 Rp 10,176,000,000,000.00 Rp 1,617,984,000,000.00 Rp 2,575,000,000,000.00 Rp 265,225,000,000.00 Rp 4,300,000,000,000.00 Rp 184,900,000,000.00 Rp 1,663,200,000,000.00 Rp 352,836,000,000.00 Rp 1,363,000,000,000.00 Rp 220,900,000,000.00 Rp 1,359,800,000,000.00 Rp 273,529,000,000.00 Rp 19,572,000,000,000.00 Rp 488,601,000,000.00

Rp 2,409,000,000,000.00 Rp 191,844,000,000.00 Rp 4,305,000,000,000.00 Rp 82,369,000,000.00 Rp 965,000,000,000.00 Rp 148,996,000,000.00 Rp 1,972,500,000,000.00 Rp 69,169,000,000.00 Rp 2,431,000,000,000.00 Rp 195,364,000,000.00 Rp 1,160,000,000,000.00 Rp 215,296,000,000.00 Rp 15,262,000,000,000.00 Rp 344,569,000,000.00 Rp 1,476,000,000,000.00 Rp 242,064,000,000.00 Rp 1,412,400,000,000.00 Rp 183,184,000,000.00 Rp 864,000,000,000.00 Rp 102,400,000,000.00 Rp 871,500,000,000.00 Rp 62,001,000,000.00 Rp 1,670,500,000,000.00 Rp 66,049,000,000.00 Rp 2,522,000,000,000.00 Rp 150,544,000,000.00 Rp 1,248,000,000,000.00 Rp 102,400,000,000.00 Rp 1,194,000,000,000.00 Rp 158,404,000,000.00 Rp 979,946,800,000,000.00 Rp 2,674,272,623,000,000.00

2)00.00Rp84,229,0()000.002,623,000,Rp2,674,27(60

) 0.00713,050,00 Rp )(00.00Rp84,229,0()0.00800,000,00Rp979,946,(60

b

60

)00.00Rp84,229,0)(01.0(

60

0.00713,050,00 Rp Rpa

X.Y X2

mengukur besarnya penyimpangan nilai Y dengan nilai estimasi atau (Yr).

22 ) 0.00713,050,00 Rp (),000.0062,500,000Rp19,786,1(60(())000.00(Rp84,229,)000.002,623,000,Rp2,674,27(60(

) 000.00Rp713,050, )(00.00Rp84,229,0 ()0.00800,000,00Rp979,946,(60

r

260

) 000,000,000.979,946,80 Rp 0.01)(- (Rp -) 0.00713,050,00 Rp .77)(11,895,724 Rp ( - 00.00,500,000,019,786,162 Rp .

xSy

Rp 1,152,000,000,000.00 Rp 65,536,000,000.00 Rp 4,312,750,000,000.00 Rp 440,232,250,000.00 Rp 486,000,000,000.00 Rp 32,400,000,000.00 Rp 3,955,200,000,000.00 Rp 381,924,000,000.00 Rp 14,014,000,000,000.00 Rp 207,025,000,000.00 Rp 5,490,000,000,000.00 Rp 93,025,000,000.00 Rp 13,420,000,000,000.00 Rp 93,025,000,000.00 Rp 2,924,000,000,000.00 Rp 4,624,000,000.00 Rp 7,776,000,000,000.00 Rp 26,244,000,000.00 Rp 17,680,000,000,000.00 Rp 67,600,000,000.00 Rp 1,392,000,000,000.00 Rp 3,364,000,000.00 Rp 6,000,000,000,000.00 Rp 22,500,000,000.00 Rp 365,000,000,000.00 Rp 21,316,000,000.00 Rp 850,000,000,000.00 Rp 28,900,000,000.00 Rp 2,860,000,000,000.00 Rp 270,400,000,000.00 Rp 1,072,500,000,000.00 Rp 105,625,000,000.00 Rp 750,000,000,000.00 Rp 62,500,000,000.00 Rp 495,000,000,000.00 Rp 50,625,000,000.00 Rp 2,750,000,000,000.00 Rp 250,000,000,000.00 Rp 175,000,000,000.00 Rp 2,500,000,000.00 Rp 885,000,000,000.00 Rp 13,924,000,000.00 Rp 4,425,000,000,000.00 Rp 31,329,000,000.00 Rp 43,400,000,000,000.00 Rp 1,960,000,000,000.00 Rp 3,825,000,000,000.00 Rp 722,500,000,000.00 Rp 108,500,000,000.00 Rp 24,025,000,000.00 Rp 12,240,000,000,000.00 Rp 518,400,000,000.00 Rp 588,000,000,000.00 Rp 9,604,000,000.00 Rp 6,400,000,000,000.00 Rp 409,600,000,000.00 Rp 15,640,000,000,000.00 Rp 846,400,000,000.00 Rp 24,700,000,000,000.00 Rp 1,690,000,000,000.00 Rp 1,760,000,000,000.00 Rp 12,100,000,000.00 Rp 150,000,000,000.00 Rp 3,600,000,000.00 Rp 1,350,000,000,000.00 Rp 50,625,000,000.00 Rp 1,325,000,000,000.00 Rp 62,500,000,000.00 Rp 560,000,000,000.00 Rp 6,400,000,000.00 Rp 930,250,000,000.00 Rp 93,025,000,000.00 Rp 1,440,000,000,000.00 Rp 32,400,000,000.00 Rp 1,004,500,000,000.00 Rp 42,025,000,000.00 Rp 2,320,000,000,000.00 Rp 84,100,000,000.00 Rp 250,000,000,000.00 Rp 2,500,000,000.00 Rp 2,300,000,000,000.00 Rp 52,900,000,000.00 Rp 243,600,000,000.00 Rp 7,569,000,000.00 Rp 852,600,000,000.00 Rp 86,436,000,000.00 Rp 982,800,000,000.00 Rp 142,884,000,000.00 Rp 10,696,000,000,000.00 Rp 145,924,000,000.00 Rp 2,403,500,000,000.00 Rp 190,969,000,000.00 Rp 3,510,000,000,000.00 Rp 54,756,000,000.00 Rp 700,000,000,000.00 Rp 78,400,000,000.00

Rp 1,005,000,000,000.00 Rp 17,956,000,000.00 Rp 1,210,000,000,000.00 Rp 48,400,000,000.00 Rp 525,000,000,000.00 Rp 44,100,000,000.00 Rp 4,056,000,000,000.00 Rp 24,336,000,000.00 Rp 447,000,000,000.00 Rp 22,201,000,000.00 Rp 1,296,900,000,000.00 Rp 154,449,000,000.00 Rp 669,600,000,000.00 Rp 61,504,000,000.00 Rp 952,000,000,000.00 Rp 73,984,000,000.00 Rp 897,000,000,000.00 Rp 19,044,000,000.00 Rp 2,093,000,000,000.00 Rp 103,684,000,000.00 Rp 908,700,000,000.00 Rp 54,289,000,000.00 Rp 567,000,000,000.00 Rp 35,721,000,000.00 Rp 247,536,400,000,000.00 Rp 10,263,928,250,000.00

mengukur besarnya penyimpangan nilai Y dengan nilai estimasi atau (Yr).

22 ) 0.00713,050,00 Rp ()00.00,500,000,019,786,162 Rp (60())00.00Rp18,785,5 ().0028,250,000Rp10,263,9 (60(

) 000.00Rp713,050, )(00.00Rp18,785,5 ()0.00400,000,00Rp247,536, (60

r

260

0.00)400,000,00Rp247,536, )( Rp5.54 ( -000.00)Rp713,050, 53.19)(Rp10,149,0 ( - 00.00,500,000,019,786,162 Rp .

xSy

REGRESI TRANSPORTASIY2 NAMA

Rp 20,250,000,000,000.00 ZULKIFLI Rp 42,250,000,000,000.00 MAWAN Rp 7,290,000,000,000.00 RIAN Rp 40,960,000,000,000.00 FEBRI Rp 948,640,000,000,000.00 YANTO Rp 324,000,000,000,000.00 NAHWAN Rp 1,936,000,000,000,000.00 PAISAL Rp 1,849,000,000,000,000.00 AL SAFFAT GHAZALI Rp 2,304,000,000,000,000.00 SYAMSUL RIZAL Rp 4,624,000,000,000,000.00 NOVAL ARDIAN PRATAMA Rp 576,000,000,000,000.00 M.IQBAL Rp 1,600,000,000,000,000.00 FERDI MELSON R Rp 6,250,000,000,000.00 MARJUNI HARUN Rp 25,000,000,000,000.00 SUMIYO Rp 30,250,000,000,000.00 ISMET NUR HUSNI Rp 10,890,000,000,000.00 ADI CHANDRA Rp 9,000,000,000,000.00 SAHRI SANDI WINATA Rp 4,840,000,000,000.00 RUDI HARTONO Rp 30,250,000,000,000.00 IR.FIRMANSYAH Rp 12,250,000,000,000.00 EDI NELSON Rp 56,250,000,000,000.00 AMIR HUSIN Rp 625,000,000,000,000.00 FATIR RIZKI Rp 961,000,000,000,000.00 SARLAN PERKASA Rp 20,250,000,000,000.00 RUSDAN Rp 490,000,000,000.00 RUDI PERKASA Rp 289,000,000,000,000.00 S. HABNIN Rp 36,000,000,000,000.00 M. AKBAR Rp 100,000,000,000,000.00 Riduan Rp 289,000,000,000,000.00 RIO FEBRIANTO Rp 361,000,000,000,000.00 DANNY PRADANA Rp 256,000,000,000,000.00 SALAMAT PURBA Rp 6,250,000,000,000.00 PADRIZAL Rp 36,000,000,000,000.00 HAMIDIN SULISTHIO Rp 28,090,000,000,000.00 AZHARI BSC Rp 49,000,000,000,000.00 MARDIANTO Rp 9,302,500,000,000.00 LUKMAN ULHAKIM Rp 64,000,000,000,000.00 MUHAMAD TOHA ARAFAT,SE,AK Rp 24,010,000,000,000.00 YAN ALBERTHO Rp 64,000,000,000,000.00 KMS.TAUFI OURRAHMAN,SH Rp 25,000,000,000,000.00 HERMAN Rp 100,000,000,000,000.00 DANIEL Rp 7,840,000,000,000.00 RICO HANIF Rp 8,410,000,000,000.00 BENI PRAKOSO Rp 6,760,000,000,000.00 SUSANTO Rp 784,000,000,000,000.00 ANDIAN

Rp 30,250,000,000,000.00 YOGI PUTRA Rp 225,000,000,000,000.00 DIDI SAPUTRA Rp 6,250,000,000,000.00 RUSLAN EFFENDI Rp 56,250,000,000,000.00 ISHAK HABIBI Rp 30,250,000,000,000.00 BOBBI Rp 6,250,000,000,000.00 VIVID ARDIANSYAH Rp 676,000,000,000,000.00 ARIANTO Rp 9,000,000,000,000.00 NURALI Rp 10,890,000,000,000.00 FEBRI WIJAYA Rp 7,290,000,000,000.00 BAGUS RAMAHNA Rp 12,250,000,000,000.00 RAHMAT PURWANTO Rp 42,250,000,000,000.00 ERWIN GUNAWAN Rp 42,250,000,000,000.00 H.SENEN Rp 15,210,000,000,000.00 ANDIKA KUSUMA Rp 9,000,000,000,000.00 DIDI KUSUMA WIJAYA Rp 19,786,162,500,000,000.00 N = 60

Sehingga persamaan persamaan regresi Y = Rp 11,895,724.77 -0.01 X

A. Model regresi linier yang hanya melibatkan satu variabel bebas (X). Model regresinya sbb:

bXaY

22 )( XXn

XYnb YX

2).0021,606,500 Rp().0097,250,000Rp13,998,4(60

) 0.00713,050,00 Rp )(.0021,606,500 Rp()0.00000,000,00Rp329,537,(60

b

0.00992,750,00Rp373,068,

0.00175,000,004,365,705, Rp b

Rp11.70 b

n

b

n

na XY

60

)00.00Rp21,606,5 )(Rp11.70 (

60

0.00713,050,00 Rp a

60

735.71Rp460,207, a

8.93Rp7,670,12 a

B. Koefisien Korelasi Regresi

REGRESI PENDIDIKANY2 NAMA

C. Kesalahan Baku Estimasi (Standart error of estimate): mengukur besarnya penyimpangan nilai Y dengan nilai estimasi atau (Yr).

2 22 2

n XY X Yr

n X X n Y Y

22 ) 0.00713,050,00 Rp (),000.0062,500,000Rp19,786,1 (60(()).0021,606,500 (Rp).0097,250,000Rp13,998,4(60(

)000.00Rp713,050,)(.0021,606,500 Rp()0.00000,000,00Rp329,537,(60

r

) 379.00Rp823,850, ( ) 94.00Rp19,314,9 (

000.005,175,000,Rp4,365,70 r

Rp0.27 r 700.005,127,282,Rp5,912,66

000.005,175,000,Rp4,365,70 r

2.

2

n

XYbYaYxSy

260

) 000,000,000.329,537,00 Rp )( Rp11.70 ( -) 0.00713,050,00 Rp )( 8.93Rp7,670,12 ( - ,000.0062,500,000Rp19,786,1 .

xSy

58

,400.0089,318,596Rp10,460,6 . xSy

4.00712,389,59Rp180,356, . xSy

95.20Rp13,429,6 . xSy

Rp 20,250,000,000,000.00 ZULKIFLI Rp 42,250,000,000,000.00 MAWAN Rp 7,290,000,000,000.00 RIAN Rp 40,960,000,000,000.00 FEBRI Rp 948,640,000,000,000.00 YANTO Rp 324,000,000,000,000.00 NAHWAN Rp 1,936,000,000,000,000.00 PAISAL Rp 1,849,000,000,000,000.00 AL SAFFAT GHAZALI Rp 2,304,000,000,000,000.00 SYAMSUL RIZAL Rp 4,624,000,000,000,000.00 NOVAL ARDIAN PRATAMA Rp 576,000,000,000,000.00 M.IQBAL Rp 1,600,000,000,000,000.00 FERDI MELSON R Rp 6,250,000,000,000.00 MARJUNI HARUN Rp 25,000,000,000,000.00 SUMIYO Rp 30,250,000,000,000.00 ISMET NUR HUSNI Rp 10,890,000,000,000.00 ADI CHANDRA Rp 9,000,000,000,000.00 SAHRI SANDI WINATA Rp 4,840,000,000,000.00 RUDI HARTONO Rp 30,250,000,000,000.00 IR.FIRMANSYAH Rp 12,250,000,000,000.00 EDI NELSON Rp 56,250,000,000,000.00 AMIR HUSIN Rp 625,000,000,000,000.00 FATIR RIZKI Rp 961,000,000,000,000.00 SARLAN PERKASA Rp 20,250,000,000,000.00 RUSDAN Rp 490,000,000,000.00 RUDI PERKASA Rp 289,000,000,000,000.00 S. HABNIN Rp 36,000,000,000,000.00 M. AKBAR Rp 100,000,000,000,000.00 Riduan Rp 289,000,000,000,000.00 RIO FEBRIANTO Rp 361,000,000,000,000.00 DANNY PRADANA Rp 256,000,000,000,000.00 SALAMAT PURBA Rp 6,250,000,000,000.00 PADRIZAL Rp 36,000,000,000,000.00 HAMIDIN SULISTHIO Rp 28,090,000,000,000.00 AZHARI BSC Rp 49,000,000,000,000.00 MARDIANTO Rp 9,302,500,000,000.00 LUKMAN ULHAKIM Rp 64,000,000,000,000.00 MUHAMAD TOHA ARAFAT,SE,AK Rp 24,010,000,000,000.00 YAN ALBERTHO Rp 64,000,000,000,000.00 KMS.TAUFI OURRAHMAN,SH Rp 25,000,000,000,000.00 HERMAN Rp 100,000,000,000,000.00 DANIEL Rp 7,840,000,000,000.00 RICO HANIF Rp 8,410,000,000,000.00 BENI PRAKOSO Rp 6,760,000,000,000.00 SUSANTO Rp 784,000,000,000,000.00 ANDIAN Rp 30,250,000,000,000.00 YOGI PUTRA Rp 225,000,000,000,000.00 DIDI SAPUTRA Rp 6,250,000,000,000.00 RUSLAN EFFENDI

Rp 56,250,000,000,000.00 ISHAK HABIBI Rp 30,250,000,000,000.00 BOBBI Rp 6,250,000,000,000.00 VIVID ARDIANSYAH Rp 676,000,000,000,000.00 ARIANTO Rp 9,000,000,000,000.00 NURALI Rp 10,890,000,000,000.00 FEBRI WIJAYA Rp 7,290,000,000,000.00 BAGUS RAMAHNA Rp 12,250,000,000,000.00 RAHMAT PURWANTO Rp 42,250,000,000,000.00 ERWIN GUNAWAN Rp 42,250,000,000,000.00 H.SENEN Rp 15,210,000,000,000.00 ANDIKA KUSUMA Rp 9,000,000,000,000.00 DIDI KUSUMA WIJAYA Rp 19,786,162,500,000,000.00 N = 60

Sehingga persamaan persamaan regresi Y = Rp9,033,178.05 + Rp9.54 X

A. Model regresi linier yang hanya melibatkan satu variabel bebas (X). Model regresinya sbb:

bXaY

22 )( XXn

XYnb YX

2) .0017,934,000 Rp () .0094,000,000Rp10,371,0 (60

) 000.00Rp713,050, )( .0017,934,000 Rp ()000,000,000.260,923,30 Rp(60

b

004,000,000.300,637,28 Rp

0.00300,000,002,867,559, Rp b

9.54 Rp b

n

b

n

na XY

60

) .0017,934,000 Rp )( 9.54 Rp (

60

0.00713,050,00 Rp a

60

2.93541,990,68 Rp a

059,033,178. Rp a

B. Koefisien Korelasi Regresi

Jadi hubungan keeratan antara biaya iklan dan volume penjualan sebesar 20%

C. Kesalahan Baku Estimasi (Standart error of estimate): mengukur besarnya penyimpangan nilai Y dengan nilai estimasi atau (Yr).

2 22 2

n XY X Yr

n X X n Y Y

22 ) 0.00713,050,00 Rp () 00.00,500,000,019,786,162 Rp (60()) .0017,934,000 Rp () .0094,000,000Rp10,371,0 (60(

) 0.00713,050,00 Rp )( .0017,934,000 Rp () 000,000,000.260,923,30 Rp (60

r

) 379.00Rp823,850, ( ) 95.10Rp17,338,8 (

000.009,300,000,Rp2,867,55 r

,200.0055,299,576Rp14,284,6

000.009,300,000,Rp2,867,55 r

0.20 Rp r

2.

2

n

XYbYaYxSy

260

) 000,000,000.260,923,30 Rp Rp9.54)( ( -000.00)Rp713,050, )( 8.05Rp9,033,17 ( - 00.00,500,000,019,786,162 Rp .

xSy

58

,700.0098,256,528Rp10,856,2 . xSy

7.00556,147,04Rp187,177, . xSy

84.90Rp13,681,2 . xSy

PENDAPATAN (Y) TRANSPORTASI (X) X.Y Rp 4,500,000.00 Rp 533,000.00 Rp 2,398,500,000,000.00 Rp 6,500,000.00 Rp 212,000.00 Rp 1,378,000,000,000.00 Rp 2,700,000.00 Rp 971,000.00 Rp 2,621,700,000,000.00 Rp 6,400,000.00 Rp 705,000.00 Rp 4,512,000,000,000.00 Rp 30,800,000.00 Rp 700,000.00 Rp 21,560,000,000,000.00 Rp 18,000,000.00 Rp 315,000.00 Rp 5,670,000,000,000.00 Rp 44,000,000.00 Rp 725,000.00 Rp 31,900,000,000,000.00 Rp 43,000,000.00 Rp 250,000.00 Rp 10,750,000,000,000.00 Rp 48,000,000.00 Rp 600,000.00 Rp 28,800,000,000,000.00 Rp 68,000,000.00 Rp 330,000.00 Rp 22,440,000,000,000.00 Rp 24,000,000.00 Rp 250,000.00 Rp 6,000,000,000,000.00 Rp 40,000,000.00 Rp 200,000.00 Rp 8,000,000,000,000.00 Rp 2,500,000.00 Rp 72,000.00 Rp 180,000,000,000.00 Rp 5,000,000.00 Rp 54,000.00 Rp 270,000,000,000.00 Rp 5,500,000.00 Rp 372,000.00 Rp 2,046,000,000,000.00 Rp 3,300,000.00 Rp 72,000.00 Rp 237,600,000,000.00 Rp 3,000,000.00 Rp 313,000.00 Rp 939,000,000,000.00 Rp 2,200,000.00 Rp 36,000.00 Rp 79,200,000,000.00 Rp 5,500,000.00 Rp 500,000.00 Rp 2,750,000,000,000.00 Rp 3,500,000.00 Rp 50,000.00 Rp 175,000,000,000.00 Rp 7,500,000.00 Rp 40,000.00 Rp 300,000,000,000.00 Rp 25,000,000.00 Rp 400,000.00 Rp 10,000,000,000,000.00 Rp 31,000,000.00 Rp 600,000.00 Rp 18,600,000,000,000.00 Rp 4,500,000.00 Rp 640,000.00 Rp 2,880,000,000,000.00 Rp 700,000.00 Rp 40,000.00 Rp 28,000,000,000.00 Rp 17,000,000.00 Rp 1,190,000.00 Rp 20,230,000,000,000.00 Rp 6,000,000.00 Rp 200,000.00 Rp 1,200,000,000,000.00 Rp 10,000,000.00 Rp 501,500.00 Rp 5,015,000,000,000.00 Rp 17,000,000.00 Rp 1,290,000.00 Rp 21,930,000,000,000.00 Rp 19,000,000.00 Rp 952,000.00 Rp 18,088,000,000,000.00 Rp 16,000,000.00 Rp 750,000.00 Rp 12,000,000,000,000.00 Rp 2,500,000.00 Rp 190,000.00 Rp 475,000,000,000.00 Rp 6,000,000.00 Rp 360,000.00 Rp 2,160,000,000,000.00 Rp 5,300,000.00 Rp 180,000.00 Rp 954,000,000,000.00 Rp 7,000,000.00 Rp 390,000.00 Rp 2,730,000,000,000.00 Rp 3,050,000.00 Rp 500,000.00 Rp 1,525,000,000,000.00 Rp 8,000,000.00 Rp 700,000.00 Rp 5,600,000,000,000.00 Rp 4,900,000.00 Rp 200,000.00 Rp 980,000,000,000.00 Rp 8,000,000.00 Rp 600,000.00 Rp 4,800,000,000,000.00 Rp 5,000,000.00 Rp 640,000.00 Rp 3,200,000,000,000.00 Rp 10,000,000.00 Rp 110,000.00 Rp 1,100,000,000,000.00 Rp 2,800,000.00 Rp 56,000.00 Rp 156,800,000,000.00 Rp 2,900,000.00 Rp 34,000.00 Rp 98,600,000,000.00 Rp 2,600,000.00 Rp 24,000.00 Rp 62,400,000,000.00 Rp 28,000,000.00 Rp 120,000.00 Rp 3,360,000,000,000.00

Rp 5,500,000.00 Rp 1,078,000.00 Rp 5,929,000,000,000.00 Rp 15,000,000.00 Rp 678,000.00 Rp 10,170,000,000,000.00 Rp 2,500,000.00 Rp 28,000.00 Rp 70,000,000,000.00 Rp 7,500,000.00 Rp 67,000.00 Rp 502,500,000,000.00 Rp 5,500,000.00 Rp 56,000.00 Rp 308,000,000,000.00 Rp 2,500,000.00 Rp 100,000.00 Rp 250,000,000,000.00 Rp 26,000,000.00 Rp 666,000.00 Rp 17,316,000,000,000.00 Rp 3,000,000.00 Rp 89,000.00 Rp 267,000,000,000.00 Rp 3,300,000.00 Rp 81,000.00 Rp 267,300,000,000.00 Rp 2,700,000.00 Rp 96,000.00 Rp 259,200,000,000.00 Rp 3,500,000.00 Rp 70,000.00 Rp 245,000,000,000.00 Rp 6,500,000.00 Rp 161,000.00 Rp 1,046,500,000,000.00 Rp 6,500,000.00 Rp 357,000.00 Rp 2,320,500,000,000.00 Rp 3,900,000.00 Rp 78,000.00 Rp 304,200,000,000.00 Rp 3,000,000.00 Rp 34,000.00 Rp 102,000,000,000.00 Rp 713,050,000.00 Rp 21,606,500.00 Rp 329,537,000,000,000.00

Sehingga persamaan persamaan regresi Y = Rp 11,895,724.77 -0.01 X

A. Model regresi linier yang hanya melibatkan satu variabel bebas (X). Model regresinya sbb:

22 )( XXn

XYnb YX

2).0021,606,500 Rp().0097,250,000Rp13,998,4(60

) 0.00713,050,00 Rp )(.0021,606,500 Rp()0.00000,000,00Rp329,537,(60

b

0.00992,750,00Rp373,068,

0.00175,000,004,365,705, Rp b

Rp11.70 b

60

)00.00Rp21,606,5 )(Rp11.70 (

60

0.00713,050,00 Rp a

60

735.71Rp460,207, a

PENDAPATAN (Y) PENDIDIKAN (X) X.Y

C. Kesalahan Baku Estimasi (Standart error of estimate): mengukur besarnya penyimpangan nilai Y dengan nilai estimasi atau (Yr).

2 22 2

n XY X Yr

n X X n Y Y

22 ) 0.00713,050,00 Rp (),000.0062,500,000Rp19,786,1 (60(()).0021,606,500 (Rp).0097,250,000Rp13,998,4(60(

)000.00Rp713,050,)(.0021,606,500 Rp()0.00000,000,00Rp329,537,(60

r

) 379.00Rp823,850, ( ) 94.00Rp19,314,9 (

000.005,175,000,Rp4,365,70 r

700.005,127,282,Rp5,912,66

000.005,175,000,Rp4,365,70 r

2.

2

n

XYbYaYxSy

260

) 000,000,000.329,537,00 Rp )( Rp11.70 ( -) 0.00713,050,00 Rp )( 8.93Rp7,670,12 ( - ,000.0062,500,000Rp19,786,1 .

xSy

58

,400.0089,318,596Rp10,460,6 . xSy

4.00712,389,59Rp180,356, . xSy

95.20Rp13,429,6 . xSy

Rp 4,500,000.00 Rp 175,000.00 Rp 787,500,000,000.00 Rp 6,500,000.00 Rp 200,000.00 Rp 1,300,000,000,000.00 Rp 2,700,000.00 Rp 130,000.00 Rp 351,000,000,000.00 Rp 6,400,000.00 Rp 540,000.00 Rp 3,456,000,000,000.00 Rp 30,800,000.00 Rp 540,000.00 Rp 16,632,000,000,000.00 Rp 18,000,000.00 Rp 250,000.00 Rp 4,500,000,000,000.00 Rp 44,000,000.00 Rp 700,000.00 Rp 30,800,000,000,000.00 Rp 43,000,000.00 Rp 370,000.00 Rp 15,910,000,000,000.00 Rp 48,000,000.00 Rp 750,000.00 Rp 36,000,000,000,000.00 Rp 68,000,000.00 Rp 378,000.00 Rp 25,704,000,000,000.00 Rp 24,000,000.00 Rp 580,000.00 Rp 13,920,000,000,000.00 Rp 40,000,000.00 Rp 610,000.00 Rp 24,400,000,000,000.00 Rp 2,500,000.00 Rp 80,000.00 Rp 200,000,000,000.00 Rp 5,000,000.00 Rp 550,000.00 Rp 2,750,000,000,000.00 Rp 5,500,000.00 Rp 600,000.00 Rp 3,300,000,000,000.00 Rp 3,300,000.00 Rp 200,000.00 Rp 660,000,000,000.00 Rp 3,000,000.00 Rp 2,000,000.00 Rp 6,000,000,000,000.00 Rp 2,200,000.00 Rp 100,000.00 Rp 220,000,000,000.00 Rp 5,500,000.00 Rp 70,000.00 Rp 385,000,000,000.00 Rp 3,500,000.00 Rp 150,000.00 Rp 525,000,000,000.00 Rp 7,500,000.00 Rp 250,000.00 Rp 1,875,000,000,000.00 Rp 25,000,000.00 Rp 330,000.00 Rp 8,250,000,000,000.00 Rp 31,000,000.00 Rp 50,000.00 Rp 1,550,000,000,000.00 Rp 4,500,000.00 Rp 350,000.00 Rp 1,575,000,000,000.00 Rp 700,000.00 Rp 200,000.00 Rp 140,000,000,000.00 Rp 17,000,000.00 Rp 300,000.00 Rp 5,100,000,000,000.00 Rp 6,000,000.00 Rp 50,000.00 Rp 300,000,000,000.00 Rp 10,000,000.00 Rp 400,000.00 Rp 4,000,000,000,000.00 Rp 17,000,000.00 Rp 150,000.00 Rp 2,550,000,000,000.00 Rp 19,000,000.00 Rp 175,000.00 Rp 3,325,000,000,000.00 Rp 16,000,000.00 Rp 450,000.00 Rp 7,200,000,000,000.00 Rp 2,500,000.00 Rp 750,000.00 Rp 1,875,000,000,000.00 Rp 6,000,000.00 Rp 200,000.00 Rp 1,200,000,000,000.00 Rp 5,300,000.00 Rp 250,000.00 Rp 1,325,000,000,000.00 Rp 7,000,000.00 Rp 175,000.00 Rp 1,225,000,000,000.00 Rp 3,050,000.00 Rp 200,000.00 Rp 610,000,000,000.00 Rp 8,000,000.00 Rp 300,000.00 Rp 2,400,000,000,000.00 Rp 4,900,000.00 Rp 100,000.00 Rp 490,000,000,000.00 Rp 8,000,000.00 Rp 200,000.00 Rp 1,600,000,000,000.00 Rp 5,000,000.00 Rp 350,000.00 Rp 1,750,000,000,000.00 Rp 10,000,000.00 Rp 100,000.00 Rp 1,000,000,000,000.00 Rp 2,800,000.00 Rp 300,000.00 Rp 840,000,000,000.00 Rp 2,900,000.00 Rp 350,000.00 Rp 1,015,000,000,000.00 Rp 2,600,000.00 Rp 300,000.00 Rp 780,000,000,000.00 Rp 28,000,000.00 Rp 100,000.00 Rp 2,800,000,000,000.00 Rp 5,500,000.00 Rp 400,000.00 Rp 2,200,000,000,000.00 Rp 15,000,000.00 Rp 200,000.00 Rp 3,000,000,000,000.00 Rp 2,500,000.00 Rp 350,000.00 Rp 875,000,000,000.00

Rp 7,500,000.00 Rp 300,000.00 Rp 2,250,000,000,000.00 Rp 5,500,000.00 Rp 400,000.00 Rp 2,200,000,000,000.00 Rp 2,500,000.00 Rp 100,000.00 Rp 250,000,000,000.00 Rp 26,000,000.00 Rp 200,000.00 Rp 5,200,000,000,000.00 Rp 3,000,000.00 Rp 175,000.00 Rp 525,000,000,000.00 Rp 3,300,000.00 Rp 55,000.00 Rp 181,500,000,000.00 Rp 2,700,000.00 Rp 89,000.00 Rp 240,300,000,000.00 Rp 3,500,000.00 Rp 45,000.00 Rp 157,500,000,000.00 Rp 6,500,000.00 Rp 55,000.00 Rp 357,500,000,000.00 Rp 6,500,000.00 Rp 67,000.00 Rp 435,500,000,000.00 Rp 3,900,000.00 Rp 45,000.00 Rp 175,500,000,000.00 Rp 3,000,000.00 Rp 100,000.00 Rp 300,000,000,000.00 Rp 713,050,000.00 Rp 17,934,000.00 Rp 260,923,300,000,000.00

Sehingga persamaan persamaan regresi Y = Rp9,033,178.05 + Rp9.54 X

A. Model regresi linier yang hanya melibatkan satu variabel bebas (X). Model regresinya sbb:

2) .0017,934,000 Rp () .0094,000,000Rp10,371,0 (60

) 000.00Rp713,050, )( .0017,934,000 Rp ()000,000,000.260,923,30 Rp(60

b

004,000,000.300,637,28 Rp

0.00300,000,002,867,559, Rp b

60

) .0017,934,000 Rp )( 9.54 Rp (

60

0.00713,050,00 Rp a

60

2.93541,990,68 Rp a

059,033,178. Rp a

Jadi hubungan keeratan antara biaya iklan dan volume penjualan sebesar 20%

C. Kesalahan Baku Estimasi (Standart error of estimate): mengukur besarnya penyimpangan nilai Y dengan nilai estimasi atau (Yr).

2 22 2

n XY X Yr

n X X n Y Y

22 ) 0.00713,050,00 Rp () 00.00,500,000,019,786,162 Rp (60()) .0017,934,000 Rp () .0094,000,000Rp10,371,0 (60(

) 0.00713,050,00 Rp )( .0017,934,000 Rp () 000,000,000.260,923,30 Rp (60

r

) 379.00Rp823,850, ( ) 95.10Rp17,338,8 (

000.009,300,000,Rp2,867,55 r

,200.0055,299,576Rp14,284,6

000.009,300,000,Rp2,867,55 r

2.

2

n

XYbYaYxSy

260

) 000,000,000.260,923,30 Rp Rp9.54)( ( -000.00)Rp713,050, )( 8.05Rp9,033,17 ( - 00.00,500,000,019,786,162 Rp .

xSy

58

,700.0098,256,528Rp10,856,2 . xSy

7.00556,147,04Rp187,177, . xSy

84.90Rp13,681,2 . xSy

X2 Y2 Rp 284,089,000,000.00 Rp 20,250,000,000,000.00 Rp 44,944,000,000.00 Rp 42,250,000,000,000.00 Rp 942,841,000,000.00 Rp 7,290,000,000,000.00 Rp 497,025,000,000.00 Rp 40,960,000,000,000.00 Rp 490,000,000,000.00 Rp 948,640,000,000,000.00 Rp 99,225,000,000.00 Rp 324,000,000,000,000.00 Rp 525,625,000,000.00 Rp 1,936,000,000,000,000.00 Rp 62,500,000,000.00 Rp 1,849,000,000,000,000.00 Rp 360,000,000,000.00 Rp 2,304,000,000,000,000.00 Rp 108,900,000,000.00 Rp 4,624,000,000,000,000.00 Rp 62,500,000,000.00 Rp 576,000,000,000,000.00 Rp 40,000,000,000.00 Rp 1,600,000,000,000,000.00 Rp 5,184,000,000.00 Rp 6,250,000,000,000.00 Rp 2,916,000,000.00 Rp 25,000,000,000,000.00 Rp 138,384,000,000.00 Rp 30,250,000,000,000.00 Rp 5,184,000,000.00 Rp 10,890,000,000,000.00 Rp 97,969,000,000.00 Rp 9,000,000,000,000.00 Rp 1,296,000,000.00 Rp 4,840,000,000,000.00 Rp 250,000,000,000.00 Rp 30,250,000,000,000.00 Rp 2,500,000,000.00 Rp 12,250,000,000,000.00 Rp 1,600,000,000.00 Rp 56,250,000,000,000.00 Rp 160,000,000,000.00 Rp 625,000,000,000,000.00 Rp 360,000,000,000.00 Rp 961,000,000,000,000.00 Rp 409,600,000,000.00 Rp 20,250,000,000,000.00 Rp 1,600,000,000.00 Rp 490,000,000,000.00 Rp 1,416,100,000,000.00 Rp 289,000,000,000,000.00 Rp 40,000,000,000.00 Rp 36,000,000,000,000.00 Rp 251,502,250,000.00 Rp 100,000,000,000,000.00 Rp 1,664,100,000,000.00 Rp 289,000,000,000,000.00 Rp 906,304,000,000.00 Rp 361,000,000,000,000.00 Rp 562,500,000,000.00 Rp 256,000,000,000,000.00 Rp 36,100,000,000.00 Rp 6,250,000,000,000.00 Rp 129,600,000,000.00 Rp 36,000,000,000,000.00 Rp 32,400,000,000.00 Rp 28,090,000,000,000.00 Rp 152,100,000,000.00 Rp 49,000,000,000,000.00 Rp 250,000,000,000.00 Rp 9,302,500,000,000.00 Rp 490,000,000,000.00 Rp 64,000,000,000,000.00 Rp 40,000,000,000.00 Rp 24,010,000,000,000.00 Rp 360,000,000,000.00 Rp 64,000,000,000,000.00 Rp 409,600,000,000.00 Rp 25,000,000,000,000.00 Rp 12,100,000,000.00 Rp 100,000,000,000,000.00 Rp 3,136,000,000.00 Rp 7,840,000,000,000.00 Rp 1,156,000,000.00 Rp 8,410,000,000,000.00 Rp 576,000,000.00 Rp 6,760,000,000,000.00 Rp 14,400,000,000.00 Rp 784,000,000,000,000.00

Rp 1,162,084,000,000.00 Rp 30,250,000,000,000.00 Rp 459,684,000,000.00 Rp 225,000,000,000,000.00 Rp 784,000,000.00 Rp 6,250,000,000,000.00 Rp 4,489,000,000.00 Rp 56,250,000,000,000.00 Rp 3,136,000,000.00 Rp 30,250,000,000,000.00 Rp 10,000,000,000.00 Rp 6,250,000,000,000.00 Rp 443,556,000,000.00 Rp 676,000,000,000,000.00 Rp 7,921,000,000.00 Rp 9,000,000,000,000.00 Rp 6,561,000,000.00 Rp 10,890,000,000,000.00 Rp 9,216,000,000.00 Rp 7,290,000,000,000.00 Rp 4,900,000,000.00 Rp 12,250,000,000,000.00 Rp 25,921,000,000.00 Rp 42,250,000,000,000.00 Rp 127,449,000,000.00 Rp 42,250,000,000,000.00 Rp 6,084,000,000.00 Rp 15,210,000,000,000.00 Rp 1,156,000,000.00 Rp 9,000,000,000,000.00 Rp 13,998,497,250,000.00 Rp 19,786,162,500,000,000.00

60

)00.00Rp21,606,5 )(Rp11.70 (

60

0.00713,050,00 Rp a

bXaY

22 )( XXn

XYnb YX

60

).0029,630,000)(Rp3.18(

60

0.00713,050,00 Rp Rpa

60

4.40618,844,18 Rp a

69.74Rp10,314,0 a

X2 Y2

mengukur besarnya penyimpangan nilai Y dengan nilai estimasi atau (Yr).

22 ) 0.00713,050,00 Rp (),000.0062,500,000Rp19,786,1 (60(()).0021,606,500 (Rp).0097,250,000Rp13,998,4(60(

)000.00Rp713,050,)(.0021,606,500 Rp()0.00000,000,00Rp329,537,(60

r

) 379.00Rp823,850, ( ) 43.30Rp50,763,9 (

000.000,500,000,Rp8,193,26 r

,500.0093,927,239Rp41,821,8

000.000,500,000,Rp8,193,26 r

260

00)0,000,000.488,682,20 Rp )( Rp3.18 ( -) 0.00713,050,00 Rp )( 69.74Rp10,314,0 ( - ,000.0062,500,000Rp19,786,1 .

xSy

58

,000.0095,692,214Rp10,877,9 . xSy

Rp 30,625,000,000.00 Rp 20,250,000,000,000.00 Rp 40,000,000,000.00 Rp 42,250,000,000,000.00 Rp 16,900,000,000.00 Rp 7,290,000,000,000.00 Rp 291,600,000,000.00 Rp 40,960,000,000,000.00 Rp 291,600,000,000.00 Rp 948,640,000,000,000.00 Rp 62,500,000,000.00 Rp 324,000,000,000,000.00 Rp 490,000,000,000.00 Rp 1,936,000,000,000,000.00 Rp 136,900,000,000.00 Rp 1,849,000,000,000,000.00 Rp 562,500,000,000.00 Rp 2,304,000,000,000,000.00 Rp 142,884,000,000.00 Rp 4,624,000,000,000,000.00 Rp 336,400,000,000.00 Rp 576,000,000,000,000.00 Rp 372,100,000,000.00 Rp 1,600,000,000,000,000.00 Rp 6,400,000,000.00 Rp 6,250,000,000,000.00 Rp 302,500,000,000.00 Rp 25,000,000,000,000.00 Rp 360,000,000,000.00 Rp 30,250,000,000,000.00 Rp 40,000,000,000.00 Rp 10,890,000,000,000.00 Rp 4,000,000,000,000.00 Rp 9,000,000,000,000.00 Rp 10,000,000,000.00 Rp 4,840,000,000,000.00 Rp 4,900,000,000.00 Rp 30,250,000,000,000.00 Rp 22,500,000,000.00 Rp 12,250,000,000,000.00 Rp 62,500,000,000.00 Rp 56,250,000,000,000.00 Rp 108,900,000,000.00 Rp 625,000,000,000,000.00 Rp 2,500,000,000.00 Rp 961,000,000,000,000.00 Rp 122,500,000,000.00 Rp 20,250,000,000,000.00 Rp 40,000,000,000.00 Rp 490,000,000,000.00 Rp 90,000,000,000.00 Rp 289,000,000,000,000.00 Rp 2,500,000,000.00 Rp 36,000,000,000,000.00 Rp 160,000,000,000.00 Rp 100,000,000,000,000.00 Rp 22,500,000,000.00 Rp 289,000,000,000,000.00 Rp 30,625,000,000.00 Rp 361,000,000,000,000.00 Rp 202,500,000,000.00 Rp 256,000,000,000,000.00 Rp 562,500,000,000.00 Rp 6,250,000,000,000.00 Rp 40,000,000,000.00 Rp 36,000,000,000,000.00 Rp 62,500,000,000.00 Rp 28,090,000,000,000.00 Rp 30,625,000,000.00 Rp 49,000,000,000,000.00 Rp 40,000,000,000.00 Rp 9,302,500,000,000.00 Rp 90,000,000,000.00 Rp 64,000,000,000,000.00 Rp 10,000,000,000.00 Rp 24,010,000,000,000.00 Rp 40,000,000,000.00 Rp 64,000,000,000,000.00 Rp 122,500,000,000.00 Rp 25,000,000,000,000.00 Rp 10,000,000,000.00 Rp 100,000,000,000,000.00 Rp 90,000,000,000.00 Rp 7,840,000,000,000.00 Rp 122,500,000,000.00 Rp 8,410,000,000,000.00 Rp 90,000,000,000.00 Rp 6,760,000,000,000.00 Rp 10,000,000,000.00 Rp 784,000,000,000,000.00 Rp 160,000,000,000.00 Rp 30,250,000,000,000.00 Rp 40,000,000,000.00 Rp 225,000,000,000,000.00 Rp 122,500,000,000.00 Rp 6,250,000,000,000.00

Rp 90,000,000,000.00 Rp 56,250,000,000,000.00 Rp 160,000,000,000.00 Rp 30,250,000,000,000.00 Rp 10,000,000,000.00 Rp 6,250,000,000,000.00 Rp 40,000,000,000.00 Rp 676,000,000,000,000.00 Rp 30,625,000,000.00 Rp 9,000,000,000,000.00 Rp 3,025,000,000.00 Rp 10,890,000,000,000.00 Rp 7,921,000,000.00 Rp 7,290,000,000,000.00 Rp 2,025,000,000.00 Rp 12,250,000,000,000.00 Rp 3,025,000,000.00 Rp 42,250,000,000,000.00 Rp 4,489,000,000.00 Rp 42,250,000,000,000.00 Rp 2,025,000,000.00 Rp 15,210,000,000,000.00 Rp 10,000,000,000.00 Rp 9,000,000,000,000.00 Rp 10,371,094,000,000.00 Rp 19,786,162,500,000,000.00

2) .0017,934,000 Rp () .0094,000,000Rp10,371,0 (60

) 000.00Rp713,050, )( .0017,934,000 Rp ()000,000,000.260,923,30 Rp(60

b

mengukur besarnya penyimpangan nilai Y dengan nilai estimasi atau (Yr).

22 ) 0.00713,050,00 Rp () 00.00,500,000,019,786,162 Rp (60()) .0017,934,000 Rp () .0094,000,000Rp10,371,0 (60(

) 0.00713,050,00 Rp )( .0017,934,000 Rp () 000,000,000.260,923,30 Rp (60

r

260

) 000,000,000.260,923,30 Rp Rp9.54)( ( -000.00)Rp713,050, )( 8.05Rp9,033,17 ( - 00.00,500,000,019,786,162 Rp .

xSy

REGRESI BELANJA LAIN-LAINNAMA PENDAPATAN (Y) BELANJA LAIN-LAIN (X)

ZULKIFLI Rp 4,500,000.00 Rp 729,000.00 MAWAN Rp 6,500,000.00 Rp 604,000.00 RIAN Rp 2,700,000.00 Rp 300,000.00 FEBRI Rp 6,400,000.00 Rp 1,230,000.00 YANTO Rp 30,800,000.00 Rp 1,110,000.00 NAHWAN Rp 18,000,000.00 Rp 5,890,000.00 PAISAL Rp 44,000,000.00 Rp 855,000.00 AL SAFFAT GHAZALI Rp 43,000,000.00 Rp 65,000.00 SYAMSUL RIZAL Rp 48,000,000.00 Rp 1,400,000.00 NOVAL ARDIAN PRATAMA Rp 68,000,000.00 Rp 300,000.00 M.IQBAL Rp 24,000,000.00 Rp 20,000.00 FERDI MELSON R Rp 40,000,000.00 Rp 378,000.00 MARJUNI HARUN Rp 2,500,000.00 Rp 185,000.00 SUMIYO Rp 5,000,000.00 Rp 40,000.00 ISMET NUR HUSNI Rp 5,500,000.00 Rp 1,140,000.00 ADI CHANDRA Rp 3,300,000.00 Rp 420,000.00 SAHRI SANDI WINATA Rp 3,000,000.00 Rp 20,000.00 RUDI HARTONO Rp 2,200,000.00 Rp 20,000.00 IR.FIRMANSYAH Rp 5,500,000.00 Rp 260,000.00 EDI NELSON Rp 3,500,000.00 Rp 90,000.00 AMIR HUSIN Rp 7,500,000.00 Rp 320,000.00 FATIR RIZKI Rp 25,000,000.00 Rp 1,050,000.00 SARLAN PERKASA Rp 31,000,000.00 Rp 1,200,000.00 RUSDAN Rp 4,500,000.00 Rp 150,000.00 RUDI PERKASA Rp 700,000.00 Rp 170,000.00 S. HABNIN Rp 17,000,000.00 Rp 2,200,000.00 M. AKBAR Rp 6,000,000.00 Rp 2,062,000.00 Riduan Rp 10,000,000.00 Rp 540,000.00 RIO FEBRIANTO Rp 17,000,000.00 Rp 792,000.00 DANNY PRADANA Rp 19,000,000.00 Rp 305,000.00 SALAMAT PURBA Rp 16,000,000.00 Rp 150,000.00 PADRIZAL Rp 2,500,000.00 Rp 200,000.00 HAMIDIN SULISTHIO Rp 6,000,000.00 Rp 190,000.00 AZHARI BSC Rp 5,300,000.00 Rp 140,000.00 MARDIANTO Rp 7,000,000.00 Rp 140,000.00 LUKMAN ULHAKIM Rp 3,050,000.00 Rp 140,000.00 MUHAMAD TOHA ARAFAT,SE,A Rp 8,000,000.00 Rp 20,000.00 YAN ALBERTHO Rp 4,900,000.00 Rp 160,000.00 KMS.TAUFI OURRAHMAN,SH Rp 8,000,000.00 Rp 210,000.00 HERMAN Rp 5,000,000.00 Rp 117,000.00 DANIEL Rp 10,000,000.00 Rp 176,000.00 RICO HANIF Rp 2,800,000.00 Rp 178,000.00 BENI PRAKOSO Rp 2,900,000.00 Rp 111,000.00 SUSANTO Rp 2,600,000.00 Rp 100,000.00 ANDIAN Rp 28,000,000.00 Rp 156,000.00

YOGI PUTRA Rp 5,500,000.00 Rp 243,000.00 DIDI SAPUTRA Rp 15,000,000.00 Rp 168,000.00 RUSLAN EFFENDI Rp 2,500,000.00 Rp 343,000.00 ISHAK HABIBI Rp 7,500,000.00 Rp 156,000.00 BOBBI Rp 5,500,000.00 Rp 176,000.00 VIVID ARDIANSYAH Rp 2,500,000.00 Rp 157,000.00 ARIANTO Rp 26,000,000.00 Rp 207,000.00 NURALI Rp 3,000,000.00 Rp 129,000.00 FEBRI WIJAYA Rp 3,300,000.00 Rp 161,000.00 BAGUS RAMAHNA Rp 2,700,000.00 Rp 277,000.00 RAHMAT PURWANTO Rp 3,500,000.00 Rp 144,000.00 ERWIN GUNAWAN Rp 6,500,000.00 Rp 44,000.00 H.SENEN Rp 6,500,000.00 Rp 286,000.00 ANDIKA KUSUMA Rp 3,900,000.00 Rp 958,000.00 DIDI KUSUMA WIJAYA Rp 3,000,000.00 Rp 148,000.00

N = 60 Rp 713,050,000.00 Rp 29,630,000.00

A. Model regresi linier yang hanya melibatkan satu variabel bebas (X). Model regresinya sbb:

bXaY

22 )( XXn

XYnb YX

2) 00.00Rp29,630,0 () .0014,000,000Rp57,581,9 (60

) 0.00713,050,00 Rp )( .0029,630,000 Rp () 000,000,000.488,682,20 Rp (60

b

000.007,940,000,Rp2,576,97

000.000,500,000,Rp8,193,26 b

3.18 Rp b

n

b

n

na XY

60

).0029,630,000)(Rp3.18(

60

0.00713,050,00 Rp Rpa

60

4.40618,844,18 Rp a

69.74Rp10,314,0 a

Sehingga persamaan persamaan regresi Y = Rp 10,314067.74 + 3.18 X

B. Koefisien Korelasi Regresi

C. Kesalahan Baku Estimasi (Standart error of estimate): mengukur besarnya penyimpangan nilai Y dengan nilai estimasi atau (Yr).

2 22 2

n XY X Yr

n X X n Y Y

22 ) 0.00713,050,00 Rp () ,000.0062,500,000Rp19,786,1 (60(()) 00.00Rp29,630,0 () .0014,000,000Rp57,581,9 (60(

)000.00Rp713,050,)( 00.00Rp29,630,0 () 000,000,000.488,682,20 Rp (60

r

) 379.00Rp823,850, ( ) 43.30Rp50,763,9 (

000.000,500,000,Rp8,193,26 r

,500.0093,927,239Rp41,821,8

000.000,500,000,Rp8,193,26 r

Rp0.20 r

2.

2

n

XYbYaYxSy

260

00)0,000,000.488,682,20 Rp )( Rp3.18 ( -) 0.00713,050,00 Rp )( 69.74Rp10,314,0 ( - ,000.0062,500,000Rp19,786,1 .

xSy

58

,000.0095,692,214Rp10,877,9 . xSy

8.00649,865,75Rp187,551, . xSy

49.80Rp13,694,9 . xSy

X.Y X2 Rp 3,280,500,000,000.00 Rp 531,441,000,000.00 Rp 3,926,000,000,000.00 Rp 364,816,000,000.00 Rp 810,000,000,000.00 Rp 90,000,000,000.00 Rp 7,872,000,000,000.00 Rp 1,512,900,000,000.00 Rp 34,188,000,000,000.00 Rp 1,232,100,000,000.00 Rp 106,020,000,000,000.00 Rp 34,692,100,000,000.00 Rp 37,620,000,000,000.00 Rp 731,025,000,000.00 Rp 2,795,000,000,000.00 Rp 4,225,000,000.00 Rp 67,200,000,000,000.00 Rp 1,960,000,000,000.00 Rp 20,400,000,000,000.00 Rp 90,000,000,000.00 Rp 480,000,000,000.00 Rp 400,000,000.00 Rp 15,120,000,000,000.00 Rp 142,884,000,000.00 Rp 462,500,000,000.00 Rp 34,225,000,000.00 Rp 200,000,000,000.00 Rp 1,600,000,000.00 Rp 6,270,000,000,000.00 Rp 1,299,600,000,000.00 Rp 1,386,000,000,000.00 Rp 176,400,000,000.00 Rp 60,000,000,000.00 Rp 400,000,000.00 Rp 44,000,000,000.00 Rp 400,000,000.00 Rp 1,430,000,000,000.00 Rp 67,600,000,000.00 Rp 315,000,000,000.00 Rp 8,100,000,000.00 Rp 2,400,000,000,000.00 Rp 102,400,000,000.00 Rp 26,250,000,000,000.00 Rp 1,102,500,000,000.00 Rp 37,200,000,000,000.00 Rp 1,440,000,000,000.00 Rp 675,000,000,000.00 Rp 22,500,000,000.00 Rp 119,000,000,000.00 Rp 28,900,000,000.00 Rp 37,400,000,000,000.00 Rp 4,840,000,000,000.00 Rp 12,372,000,000,000.00 Rp 4,251,844,000,000.00 Rp 5,400,000,000,000.00 Rp 291,600,000,000.00 Rp 13,464,000,000,000.00 Rp 627,264,000,000.00 Rp 5,795,000,000,000.00 Rp 93,025,000,000.00 Rp 2,400,000,000,000.00 Rp 22,500,000,000.00 Rp 500,000,000,000.00 Rp 40,000,000,000.00 Rp 1,140,000,000,000.00 Rp 36,100,000,000.00 Rp 742,000,000,000.00 Rp 19,600,000,000.00 Rp 980,000,000,000.00 Rp 19,600,000,000.00 Rp 427,000,000,000.00 Rp 19,600,000,000.00 Rp 160,000,000,000.00 Rp 400,000,000.00 Rp 784,000,000,000.00 Rp 25,600,000,000.00 Rp 1,680,000,000,000.00 Rp 44,100,000,000.00 Rp 585,000,000,000.00 Rp 13,689,000,000.00 Rp 1,760,000,000,000.00 Rp 30,976,000,000.00 Rp 498,400,000,000.00 Rp 31,684,000,000.00 Rp 321,900,000,000.00 Rp 12,321,000,000.00 Rp 260,000,000,000.00 Rp 10,000,000,000.00 Rp 4,368,000,000,000.00 Rp 24,336,000,000.00

Rp 1,336,500,000,000.00 Rp 59,049,000,000.00 Rp 2,520,000,000,000.00 Rp 28,224,000,000.00 Rp 857,500,000,000.00 Rp 117,649,000,000.00 Rp 1,170,000,000,000.00 Rp 24,336,000,000.00 Rp 968,000,000,000.00 Rp 30,976,000,000.00 Rp 392,500,000,000.00 Rp 24,649,000,000.00 Rp 5,382,000,000,000.00 Rp 42,849,000,000.00 Rp 387,000,000,000.00 Rp 16,641,000,000.00 Rp 531,300,000,000.00 Rp 25,921,000,000.00 Rp 747,900,000,000.00 Rp 76,729,000,000.00 Rp 504,000,000,000.00 Rp 20,736,000,000.00 Rp 286,000,000,000.00 Rp 1,936,000,000.00 Rp 1,859,000,000,000.00 Rp 81,796,000,000.00 Rp 3,736,200,000,000.00 Rp 917,764,000,000.00 Rp 444,000,000,000.00 Rp 21,904,000,000.00 Rp 488,682,200,000,000.00 Rp 57,581,914,000,000.00

#VALUE!#VALUE!#VALUE!#VALUE!#VALUE!#VALUE!#VALUE!

Rp 50,763,943.30 #VALUE!

Rp 823,850,379.00 Rp 41,821,893,927,239,500.00

#VALUE!#VALUE!#VALUE!

Rp 13,694,949.80

A. Model regresi linier yang hanya melibatkan satu variabel bebas (X). Model regresinya sbb:

2) 00.00Rp29,630,0 () .0014,000,000Rp57,581,9 (60

) 0.00713,050,00 Rp )( .0029,630,000 Rp () 000,000,000.488,682,20 Rp (60

b

60

).0029,630,000)(Rp3.18(

60

0.00713,050,00 Rp Rpa

mengukur besarnya penyimpangan nilai Y dengan nilai estimasi atau (Yr).

22 ) 0.00713,050,00 Rp () ,000.0062,500,000Rp19,786,1 (60(()) 00.00Rp29,630,0 () .0014,000,000Rp57,581,9 (60(

)000.00Rp713,050,)( 00.00Rp29,630,0 () 000,000,000.488,682,20 Rp (60

r

260

00)0,000,000.488,682,20 Rp )( Rp3.18 ( -) 0.00713,050,00 Rp )( 69.74Rp10,314,0 ( - ,000.0062,500,000Rp19,786,1 .

xSy

Y2 Rp 20,250,000,000,000.00 Rp 42,250,000,000,000.00 Rp 7,290,000,000,000.00 Rp 40,960,000,000,000.00 Rp 948,640,000,000,000.00 Rp 324,000,000,000,000.00 Rp 1,936,000,000,000,000.00 Rp 1,849,000,000,000,000.00 Rp 2,304,000,000,000,000.00 Rp 4,624,000,000,000,000.00 Rp 576,000,000,000,000.00 Rp 1,600,000,000,000,000.00 Rp 6,250,000,000,000.00 Rp 25,000,000,000,000.00 Rp 30,250,000,000,000.00 Rp 10,890,000,000,000.00 Rp 9,000,000,000,000.00 Rp 4,840,000,000,000.00 Rp 30,250,000,000,000.00 Rp 12,250,000,000,000.00 Rp 56,250,000,000,000.00 Rp 625,000,000,000,000.00 Rp 961,000,000,000,000.00 Rp 20,250,000,000,000.00 Rp 490,000,000,000.00 Rp 289,000,000,000,000.00 Rp 36,000,000,000,000.00 Rp 100,000,000,000,000.00 Rp 289,000,000,000,000.00 Rp 361,000,000,000,000.00 Rp 256,000,000,000,000.00 Rp 6,250,000,000,000.00 Rp 36,000,000,000,000.00 Rp 28,090,000,000,000.00 Rp 49,000,000,000,000.00 Rp 9,302,500,000,000.00 Rp 64,000,000,000,000.00 Rp 24,010,000,000,000.00 Rp 64,000,000,000,000.00 Rp 25,000,000,000,000.00 Rp 100,000,000,000,000.00 Rp 7,840,000,000,000.00 Rp 8,410,000,000,000.00 Rp 6,760,000,000,000.00 Rp 784,000,000,000,000.00

Rp 30,250,000,000,000.00 Rp 225,000,000,000,000.00 Rp 6,250,000,000,000.00 Rp 56,250,000,000,000.00 Rp 30,250,000,000,000.00 Rp 6,250,000,000,000.00 Rp 676,000,000,000,000.00 Rp 9,000,000,000,000.00 Rp 10,890,000,000,000.00 Rp 7,290,000,000,000.00 Rp 12,250,000,000,000.00 Rp 42,250,000,000,000.00 Rp 42,250,000,000,000.00 Rp 15,210,000,000,000.00 Rp 9,000,000,000,000.00 Rp 19,786,162,500,000,000.00

mengukur besarnya penyimpangan nilai Y dengan nilai estimasi atau (Yr).

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