DATA REGRESIA. HUBUNGAN ANTARA UMUR TANAMAN DENGAN POPULASI LALAT BIBIT 12345POPULASI LALAT BIBITKURVAUMUR TANAMANDANPOPULASI LALAT BIBITKURVAUMUR TANAMANDANPOPULASI LALAT BIBITKURVAUMUR TANAMANDANPOPULASI LALAT BIBITKURVAUMUR TANAMANDANPOPULASI LALAT BIBITKURVAUMUR TANAMANDANPOPULASI LALAT BIBITMUTIARAE1E2Pop E12 rata2UMUR TANAMANWAKTU TANAM 1WAKTU TANAM 2X =UMUR TANAMANX =UMUR TANAMANX =UMUR TANAMANX =UMUR TANAMANX =UMUR TANAMAN1 minggu0.000.000.001Y =POPULASI LALAT BIBITY =POPULASI LALAT BIBITY =POPULASI LALAT BIBITY =POPULASI LALAT BIBITY =POPULASI LALAT BIBIT2 minggu1.491.491.4923 minggu2.522.982.753WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 2WAKTU TANAM 14 minggu5.725.615.674UMUR TANAMANE1UMUR TANAMANH1UMUR TANAMANE1UMUR TANAMANE2UMUR TANAMANPop E12 rata25 minggu1.621.881.755X =Y =X =Y =X =Y =X =Y =X =Y =10.0010.0010.0010.0010.0021.4924.3221.4921.4921.4932.5236.4432.5232.9832.75GROBOGANH1H2Pop H12 rata245.72410.5645.7245.6145.671 minggu0.000.000.0051.6256.5751.6251.8851.752 minggu4.324.444.383 minggu6.446.676.56WAKTU TANAM 2WAKTU TANAM 2WAKTU TANAM 1WAKTU TANAM 2WAKTU TANAM 24 minggu10.5612.0711.32UMUR TANAMANE2UMUR TANAMANH2UMUR TANAMANH1UMUR TANAMANH2UMUR TANAMANPop H12 rata25 minggu6.578.227.40X =Y =X =Y =X =Y =X =Y =X =Y =10.0010.0010.0010.0010.0021.4924.4424.3224.4424.3832.9836.6736.4436.6736.5645.61412.07410.56412.07411.3251.8858.2256.5758.2257.40

B. HUBUNGAN ANTARA UMUR TANAMAN DENGAN INTENSITAS SERANGAN 678910INTENSITAS SERANGANKURVAUMUR TANAMANDANINTENSITAS SERANGANKURVAUMUR TANAMANDANINTENSITAS SERANGANKURVAUMUR TANAMANDANINTENSITAS SERANGANKURVAUMUR TANAMANDANINTENSITAS SERANGANKURVAUMUR TANAMANDANINTENSITAS SERANGANMUTIARAE1E2Int E12 rata2UMUR TANAMANWAKTU TANAM 1WAKTU TANAM 2X =UMUR TANAMANX =UMUR TANAMANX =UMUR TANAMANX =UMUR TANAMANX =UMUR TANAMAN1 minggu0.000.000.001Y =INTENSITAS SERANGANY =INTENSITAS SERANGANY =INTENSITAS SERANGANY =INTENSITAS SERANGANY =INTENSITAS SERANGAN2 minggu0.005.402.7023 minggu12.508.3010.403WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 2WAKTU TANAM 14 minggu18.7515.0016.884UMUR TANAMANE1UMUR TANAMANH1UMUR TANAMANE1UMUR TANAMANE2UMUR TANAMANInt E12 rata25 minggu25.8323.1724.505X =Y =X =Y =X =Y =X =Y =X =Y =10.0010.0010.0010.0010.0020.00223.5820.0025.4022.70312.50360.42312.5038.30310.40GROBOGANH1H2Int H12 rata2418.75492.08418.75415.00416.881 minggu0.000.000.00525.83596.25525.83523.17524.502 minggu23.5821.2522.423 minggu60.4254.5857.50WAKTU TANAM 2WAKTU TANAM 2WAKTU TANAM 1WAKTU TANAM 2WAKTU TANAM 24 minggu92.0853.3372.71UMUR TANAMANE2UMUR TANAMANH2UMUR TANAMANH1UMUR TANAMANH2UMUR TANAMANInt H12 rata25 minggu96.2555.2575.75X =Y =X =Y =X =Y =X =Y =X =Y =10.0010.0010.0010.0010.0025.40221.25223.58221.25222.4238.30354.58360.42354.58357.50415.00453.33492.08453.33472.71523.17555.25596.25555.25575.75

C. HUBUNGAN ANTARA UMUR TANAMAN DENGAN KERUSAKAN TANAMAN 1112131415KERUSAKAN TANAMANKURVAUMUR TANAMANDANKERUSAKAN TANAMANKURVAUMUR TANAMANDANKERUSAKAN TANAMANKURVAUMUR TANAMANDANKERUSAKAN TANAMANKURVAUMUR TANAMANDANKERUSAKAN TANAMANKURVAUMUR TANAMANDANKERUSAKAN TANAMANMUTIARAtingkat kerusakan musim 1tingkat kerusakan musim 2tingkat kerusakan musim rata2UMUR TANAMANWAKTU TANAM 1WAKTU TANAM 2X =UMUR TANAMANX =UMUR TANAMANX =UMUR TANAMANX =UMUR TANAMANX =UMUR TANAMAN1 minggu0.000.000.001Y =KERUSAKAN TANAMANY =KERUSAKAN TANAMANY =KERUSAKAN TANAMANY =KERUSAKAN TANAMANY =KERUSAKAN TANAMAN2 minggu0.000.000.0023 minggu0.7010.005.353WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 2WAKTU TANAM 14 minggu16.0023.0019.504UMUR TANAMANtingkat kerusakan musim 1UMUR TANAMANtingkat kerusakan musim 1UMUR TANAMANtingkat kerusakan musim 1UMUR TANAMANtingkat kerusakan musim 2UMUR TANAMANtingkat kerusakan musim rata25 minggu28.7023.3026.005X =Y =X =Y =X =Y =X =Y =X =Y =10.0010.0010.0010.0010.0020.00217.0020.0020.0020.0030.70319.6730.70310.0035.35GROBOGANtingkat kerusakan musim 1tingkat kerusakan musim 2tingkat kerusakan musim rata2416.00473.67416.00423.00419.501 minggu0.000.000.00528.70577.00528.70523.30526.002 minggu17.0019.6718.333 minggu19.6724.3322.00WAKTU TANAM 2WAKTU TANAM 2WAKTU TANAM 1WAKTU TANAM 2WAKTU TANAM 24 minggu73.6742.6758.17UMUR TANAMANtingkat kerusakan musim 2UMUR TANAMANtingkat kerusakan musim 2UMUR TANAMANtingkat kerusakan musim 1UMUR TANAMANtingkat kerusakan musim 2UMUR TANAMANtingkat kerusakan musim rata25 minggu77.0044.6760.83X =Y =X =Y =X =Y =X =Y =X =Y =10.0010.0010.0010.0010.0020.00219.67217.00219.67218.33310.00324.33319.67324.33322.00423.00442.67473.67442.67458.17523.30544.67577.00544.67560.83D. HUBUNGAN ANTARA POPULASI LALAT BIBIT DENGAN INTENSITAS SERANGAN 1617181920POPULASI LALAT BIBITKURVAPOPULASI LALAT BIBITDANINTENSITAS SERANGANKURVAPOPULASI LALAT BIBITDANINTENSITAS SERANGANKURVAPOPULASI LALAT BIBITDANINTENSITAS SERANGANKURVAPOPULASI LALAT BIBITDANINTENSITAS SERANGANKURVAPOPULASI LALAT BIBITDANINTENSITAS SERANGANMUTIARAE1E2Pop E12 rata2UMUR TANAMANWAKTU TANAM 1WAKTU TANAM 2X =POPULASI LALAT BIBITX =POPULASI LALAT BIBITX =POPULASI LALAT BIBITX =POPULASI LALAT BIBITX =POPULASI LALAT BIBIT1 minggu0.000.000.001Y =INTENSITAS SERANGANY =INTENSITAS SERANGANY =INTENSITAS SERANGANY =INTENSITAS SERANGANY =INTENSITAS SERANGAN2 minggu1.491.491.4923 minggu2.522.982.753WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 2MUTIARA4 minggu5.725.615.674E1E1H1H1E1E1E2E2Pop E12 rata2Int E12 rata25 minggu1.621.881.755X =Y =X =Y =X =Y =X =Y =X =Y =0.000.000.000.000.000.000.000.000.000.001.490.004.3223.581.490.001.495.401.492.702.5212.506.4460.422.5212.502.988.302.7510.40GROBOGANH1H2Pop H12 rata25.7218.7510.5692.085.7218.755.6115.005.6716.881 minggu0.000.000.001.6225.836.5796.251.6225.831.8823.171.7524.502 minggu4.324.444.383 minggu6.446.676.56WAKTU TANAM 2WAKTU TANAM 2WAKTU TANAM 1WAKTU TANAM 2GROBOGAN4 minggu10.5612.0711.32E2E2H2H2H1H1H2H2Pop H12 rata2Int H12 rata25 minggu6.578.227.40X =Y =X =Y =X =Y =X =Y =X =Y =0.000.000.000.000.000.000.000.000.000.001.495.404.4421.254.3223.584.4421.254.3822.422.988.306.6754.586.4460.426.6754.586.5657.505.6115.0012.0753.3310.5692.0812.0753.3311.3272.71INTENSITAS SERANGAN1.8823.178.2255.256.5796.258.2255.257.4075.75MUTIARAE1E2Int E12 rata2UMUR TANAMANWAKTU TANAM 1WAKTU TANAM 21 minggu0.000.000.0012 minggu0.005.402.7023 minggu12.508.3010.4034 minggu18.7515.0016.8845 minggu25.8323.1724.505GROBOGANH1H2Int H12 rata21 minggu0.000.000.002 minggu23.5821.2522.423 minggu60.4254.5857.504 minggu92.0853.3372.715 minggu96.2555.2575.75E. HUBUNGAN ANTARA INTENSITAS SERANGAN DENGAN KERUSAKAN TANAMAN212223242526INTENSITAS SERANGANKURVAINTENSITAS SERANGANDANKERUSAKAN TANAMANKURVAINTENSITAS SERANGANDANKERUSAKAN TANAMANKURVAINTENSITAS SERANGANDANKERUSAKAN TANAMANKURVAINTENSITAS SERANGANDANKERUSAKAN TANAMANKURVAINTENSITAS SERANGANDANKERUSAKAN TANAMANMUTIARAE1E2Int E12 rata2UMUR TANAMANWAKTU TANAM 1WAKTU TANAM 2X =INTENSITAS SERANGANX =INTENSITAS SERANGANX =INTENSITAS SERANGANX =INTENSITAS SERANGANX =INTENSITAS SERANGAN6 minggu0.000.000.006Y =KERUSAKAN TANAMANY =KERUSAKAN TANAMANY =KERUSAKAN TANAMANY =KERUSAKAN TANAMANY =KERUSAKAN TANAMAN7 minggu0.005.402.7078 minggu12.508.3010.408WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 2MUTIARA9 minggu18.7515.0016.889E1tingkat kerusakan musim 1H1tingkat kerusakan musim 1E1tingkat kerusakan musim 1E2tingkat kerusakan musim 2Int E12 rata2tingkat kerusakan musim rata210 minggu25.8323.1724.5010X =Y =X =Y =X =Y =X =Y =X =Y =0.000.000.000.000.000.000.000.000.000.000.000.0023.5817.000.000.005.400.002.700.0012.500.7060.4219.6712.500.708.3010.0010.405.35GROBOGANH1H2Int H12 rata218.7516.0092.0873.6718.7516.0015.0023.0016.8819.506 minggu0.000.000.0025.8328.7096.2577.0025.8328.7023.1723.3024.5026.007 minggu23.5821.2522.428 minggu60.4254.5857.50WAKTU TANAM 2WAKTU TANAM 2WAKTU TANAM 1WAKTU TANAM 2GROBOGAN9 minggu92.0853.3372.71E2tingkat kerusakan musim 2H2tingkat kerusakan musim 2H1tingkat kerusakan musim 1H2tingkat kerusakan musim 2Int H12 rata2tingkat kerusakan musim rata210 minggu96.2555.2575.75X =Y =X =Y =X =Y =X =Y =X =Y =0.000.000.000.000.000.000.000.000.000.005.400.0021.2519.6723.5817.0021.2519.6722.4218.338.3010.0054.5824.3360.4219.6754.5824.3357.5022.0015.0023.0053.3342.6792.0873.6753.3342.6772.7158.17KERUSAKAN TANAMAN23.1723.3055.2544.6796.2577.0055.2544.6775.7560.83MUTIARAtingkat kerusakan musim 1tingkat kerusakan musim 2tingkat kerusakan musim rata2UMUR TANAMANWAKTU TANAM 1WAKTU TANAM 21 minggu0.000.000.0012 minggu0.000.000.0023 minggu0.7010.005.3534 minggu16.0023.0019.5045 minggu28.7023.3026.005GROBOGANtingkat kerusakan musim 1tingkat kerusakan musim 2tingkat kerusakan musim rata21 minggu0.000.000.002 minggu17.0019.6718.333 minggu19.6724.3322.004 minggu73.6742.6758.175 minggu77.0044.6760.83F. KADAR AIR DENGAN POPULASI LALAT BIBIT VARIETAS 2627282930KADAR AIRKURVAKADAR AIRDANPOPULASI LALAT BIBITKURVAKADAR AIRDANPOPULASI LALAT BIBITKURVAKADAR AIRDANPOPULASI LALAT BIBITKURVAKADAR AIRDANPOPULASI LALAT BIBITKURVAKADAR AIRDANPOPULASI LALAT BIBITMUTIARAKADAR AIRUMUR TANAMANWAKTU TANAM 1WAKTU TANAM 2X =KADAR AIRX =KADAR AIRX =KADAR AIRX =KADAR AIRX =KADAR AIR1 minggu73.451Y =POPULASI LALAT BIBITY =POPULASI LALAT BIBITY =POPULASI LALAT BIBITY =POPULASI LALAT BIBITY =POPULASI LALAT BIBIT2 minggu75.2623 minggu76.353WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 2MUTIARA4 minggu80.064KADAR AIRE1KADAR AIRH1KADAR AIRE1KADAR AIRE2KADAR AIRPop E12 rata25 minggu80.715X =Y =X =Y =X =Y =X =Y =X =Y =73.450.0085.630.0073.450.0073.450.0073.450.0075.261.4985.174.3275.261.4975.261.4975.261.4976.352.5285.846.4476.352.5276.352.9876.352.75GROBOGANKADAR AIR80.065.7287.1010.5680.065.7280.065.6180.065.671 minggu85.6380.711.6289.696.5780.711.6280.711.8880.711.752 minggu85.173 minggu85.84WAKTU TANAM 2WAKTU TANAM 2WAKTU TANAM 1WAKTU TANAM 2GROBOGAN4 minggu87.1KADAR AIRE2KADAR AIRH2KADAR AIRH1KADAR AIRH2KADAR AIRPop H12 rata25 minggu89.69X =Y =X =Y =X =Y =X =Y =X =Y =85.630.0085.630.0085.630.0085.630.0085.630.0085.171.4985.174.4485.174.3285.174.4485.174.3885.842.9885.846.6785.846.4485.846.6785.846.5687.105.6187.1012.0787.1010.5687.1012.0787.1011.32POPULASI LALAT BIBIT89.691.8889.698.2289.696.5789.698.2289.697.40MUTIARAE1E2Pop E12 rata2UMUR TANAMANWAKTU TANAM 1WAKTU TANAM 21 minggu0.000.000.0012 minggu1.491.491.4923 minggu2.522.982.7534 minggu5.725.615.6745 minggu1.621.881.755GROBOGANH1H2Pop H12 rata21 minggu0.000.000.002 minggu4.324.444.383 minggu6.446.676.564 minggu10.5612.0711.325 minggu6.578.227.40G. HUBUNGAN ANTARA KADAR AIR DENGAN INTENSITAS SERANGAN3132333435KADAR AIRKURVAKADAR AIRDANINTENSITAS SERANGANKURVAKADAR AIRDANINTENSITAS SERANGANKURVAKADAR AIRDANINTENSITAS SERANGANKURVAKADAR AIRDANINTENSITAS SERANGANKURVAKADAR AIRDANINTENSITAS SERANGANMUTIARAKADAR AIRUMUR TANAMANWAKTU TANAM 1WAKTU TANAM 2X =KADAR AIRX =KADAR AIRX =KADAR AIRX =KADAR AIRX =KADAR AIR1 minggu73.451Y =INTENSITAS SERANGANY =INTENSITAS SERANGANY =INTENSITAS SERANGANY =INTENSITAS SERANGANY =INTENSITAS SERANGAN2 minggu75.2623 minggu76.353WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 2MUTIARA4 minggu80.064KADAR AIRE1KADAR AIRH1KADAR AIRE1KADAR AIRE2KADAR AIRInt E12 rata25 minggu80.715X =Y =X =Y =X =Y =X =Y =X =Y =73.450.0085.630.0073.450.0073.450.0073.450.0075.260.0085.1723.5875.260.0075.265.4075.262.7076.3512.5085.8460.4276.3512.5076.358.3076.3510.40GROBOGANKADAR AIR80.0618.7587.1092.0880.0618.7580.0615.0080.0616.881 minggu85.6380.7125.8389.6996.2580.7125.8380.7123.1780.7124.502 minggu85.173 minggu85.84WAKTU TANAM 2WAKTU TANAM 2WAKTU TANAM 1WAKTU TANAM 2GROBOGAN4 minggu87.1KADAR AIRE2KADAR AIRH2KADAR AIRH1KADAR AIRH2KADAR AIRInt H12 rata25 minggu89.69X =Y =X =Y =X =Y =X =Y =X =Y =85.630.0085.630.0085.630.0085.630.0085.630.0085.175.4085.1721.2585.1723.5885.1721.2585.1722.4285.848.3085.8454.5885.8460.4285.8454.5885.8457.5087.1015.0087.1053.3387.1092.0887.1053.3387.1072.71INTENSITAS SERANGAN89.6923.1789.6955.2589.6996.2589.6955.2589.6975.75MUTIARAE1E2Int E12 rata2UMUR TANAMANWAKTU TANAM 1WAKTU TANAM 21 minggu0.000.000.0012 minggu0.005.402.7023 minggu12.508.3010.4034 minggu18.7515.0016.8845 minggu25.8323.1724.505GROBOGANH1H2Int H12 rata21 minggu0.000.000.002 minggu23.5821.2522.423 minggu60.4254.5857.504 minggu92.0853.3372.715 minggu96.2555.2575.75H. HUBUNGAN ANTARA NITROGEN DENGAN POPULASI LALAT BIBIT VARIETAS 3637383940NITROGENKURVANITROGENDANPOPULASI LALAT BIBITKURVANITROGENDANPOPULASI LALAT BIBITKURVANITROGENDANPOPULASI LALAT BIBITKURVANITROGENDANPOPULASI LALAT BIBITKURVANITROGENDANPOPULASI LALAT BIBITMUTIARANITROGENUMUR TANAMANWAKTU TANAM 1WAKTU TANAM 2X =NITROGENX =NITROGENX =NITROGENX =NITROGENX =NITROGEN1 minggu0.631Y =POPULASI LALAT BIBITY =POPULASI LALAT BIBITY =POPULASI LALAT BIBITY =POPULASI LALAT BIBITY =POPULASI LALAT BIBIT2 minggu0.6923 minggu0.793WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 2MUTIARA4 minggu0.864NITROGENE1NITROGENH1NITROGENE1NITROGENE2NITROGENPop E12 rata25 minggu0.995X =Y =X =Y =X =Y =X =Y =X =Y =0.630.000.910.000.630.000.630.000.630.000.691.490.954.320.691.490.691.490.691.490.792.520.956.440.792.520.792.980.792.75GROBOGANNITROGEN0.865.720.9710.560.865.720.865.610.865.671 minggu0.910.991.621.046.570.991.620.991.880.991.752 minggu0.953 minggu0.95WAKTU TANAM 2WAKTU TANAM 2WAKTU TANAM 1WAKTU TANAM 2GROBOGAN4 minggu0.97NITROGENE2NITROGENH2NITROGENH1NITROGENH2NITROGENPop H12 rata25 minggu1.04X =Y =X =Y =X =Y =X =Y =X =Y =0.910.000.910.000.910.000.910.000.910.000.951.490.954.440.954.320.954.440.954.380.952.980.956.670.956.440.956.670.956.560.975.610.9712.070.9710.560.9712.070.9711.32POPULASI LALAT BIBIT1.041.881.048.221.046.571.048.221.047.40MUTIARAE1E2Pop E12 rata2UMUR TANAMANWAKTU TANAM 1WAKTU TANAM 21 minggu0.000.000.0012 minggu1.491.491.4923 minggu2.522.982.7534 minggu5.725.615.6745 minggu1.621.881.755GROBOGANH1H2Pop H12 rata21 minggu0.000.000.002 minggu4.324.444.383 minggu6.446.676.564 minggu10.5612.0711.325 minggu6.578.227.40I. HUBUNGAN ANTARA NITROGEN DENGAN INTENSITAS SERANGAN4142434445NITROGENKURVANITROGENDANINTENSITAS SERANGANKURVANITROGENDANINTENSITAS SERANGANKURVANITROGENDANINTENSITAS SERANGANKURVANITROGENDANINTENSITAS SERANGANKURVANITROGENDANINTENSITAS SERANGANMUTIARANITROGENUMUR TANAMANWAKTU TANAM 1WAKTU TANAM 2X =NITROGENX =NITROGENX =NITROGENX =NITROGENX =NITROGEN1 minggu0.631Y =INTENSITAS SERANGANY =INTENSITAS SERANGANY =INTENSITAS SERANGANY =INTENSITAS SERANGANY =INTENSITAS SERANGAN2 minggu0.6923 minggu0.793WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 2MUTIARA4 minggu0.864NITROGENE1NITROGENH1NITROGENE1NITROGENE2NITROGENInt E12 rata25 minggu0.995X =Y =X =Y =X =Y =X =Y =X =Y =0.630.000.910.000.630.000.630.000.630.000.690.000.9523.580.690.000.695.400.692.700.7912.500.9560.420.7912.500.798.300.7910.40GROBOGANNITROGEN0.8618.750.9792.080.8618.750.8615.000.8616.881 minggu0.910.9925.831.0496.250.9925.830.9923.170.9924.502 minggu0.953 minggu0.95WAKTU TANAM 2WAKTU TANAM 2WAKTU TANAM 1WAKTU TANAM 2GROBOGAN4 minggu0.97NITROGENE2NITROGENH2NITROGENH1NITROGENH2NITROGENInt H12 rata25 minggu1.04X =Y =X =Y =X =Y =X =Y =X =Y =0.910.000.910.000.910.000.910.000.910.000.955.400.9521.250.9523.580.9521.250.9522.420.958.300.9554.580.9560.420.9554.580.9557.500.9715.000.9753.330.9792.080.9753.330.9772.71INTENSITAS SERANGAN1.0423.171.0455.251.0496.251.0455.251.0475.75MUTIARAE1E2Int E12 rata2UMUR TANAMANWAKTU TANAM 1WAKTU TANAM 21 minggu0.000.000.0012 minggu0.005.402.7023 minggu12.508.3010.4034 minggu18.7515.0016.8845 minggu25.8323.1724.505GROBOGANH1H2Int H12 rata21 minggu0.000.000.002 minggu23.5821.2522.423 minggu60.4254.5857.504 minggu92.0853.3372.715 minggu96.2555.2575.75J. HUBUNGAN ANTARA TANIN DENGAN POPULASI LALAT BIBIT VARIETAS 4647484950TANINKURVATANINDANPOPULASI LALAT BIBITKURVATANINDANPOPULASI LALAT BIBITKURVATANINDANPOPULASI LALAT BIBITKURVATANINDANPOPULASI LALAT BIBITKURVATANINDANPOPULASI LALAT BIBITMUTIARATANINUMUR TANAMANWAKTU TANAM 1WAKTU TANAM 2X =TANINX =TANINX =TANINX =TANINX =TANIN1 minggu0.991Y =POPULASI LALAT BIBITY =POPULASI LALAT BIBITY =POPULASI LALAT BIBITY =POPULASI LALAT BIBITY =POPULASI LALAT BIBIT2 minggu0.8523 minggu0.643WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 2MUTIARA4 minggu0.584TANINE1TANINH1TANINE1TANINE2TANINPop E12 rata25 minggu0.475X =Y =X =Y =X =Y =X =Y =X =Y =0.990.000.220.000.990.000.990.000.990.000.851.490.214.320.851.490.851.490.851.490.642.520.196.440.642.520.642.980.642.75GROBOGANTANIN0.585.720.1310.560.585.720.585.610.585.671 minggu0.220.471.620.136.570.471.620.471.880.471.752 minggu0.213 minggu0.19WAKTU TANAM 2WAKTU TANAM 2WAKTU TANAM 1WAKTU TANAM 2GROBOGAN4 minggu0.13TANINE2TANINH2TANINH1TANINH2TANINPop H12 rata25 minggu0.13X =Y =X =Y =X =Y =X =Y =X =Y =0.220.000.220.000.220.000.220.000.220.000.211.490.214.440.214.320.214.440.214.380.192.980.196.670.196.440.196.670.196.560.135.610.1312.070.1310.560.1312.070.1311.32POPULASI LALAT BIBIT0.131.880.138.220.136.570.138.220.137.40MUTIARAE1E2Pop E12 rata2UMUR TANAMANWAKTU TANAM 1WAKTU TANAM 21 minggu0.000.000.0012 minggu1.491.491.4923 minggu2.522.982.7534 minggu5.725.615.6745 minggu1.621.881.755GROBOGANH1H2Pop H12 rata21 minggu0.000.000.002 minggu4.324.444.383 minggu6.446.676.564 minggu10.5612.0711.325 minggu6.578.227.40K. HUBUNGAN ANTARA TANIN DENGAN INTENSITAS SERANGAN5152535455TANINKURVATANINDANINTENSITAS SERANGANKURVATANINDANINTENSITAS SERANGANKURVATANINDANINTENSITAS SERANGANKURVATANINDANINTENSITAS SERANGANKURVATANINDANINTENSITAS SERANGANMUTIARATANINUMUR TANAMANWAKTU TANAM 1WAKTU TANAM 2X =TANINX =TANINX =TANINX =TANINX =TANIN1 minggu0.991Y =INTENSITAS SERANGANY =INTENSITAS SERANGANY =INTENSITAS SERANGANY =INTENSITAS SERANGANY =INTENSITAS SERANGAN2 minggu0.8523 minggu0.643WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 2MUTIARA4 minggu0.584TANINE1TANINH1TANINE1TANINE2TANINInt E12 rata25 minggu0.475X =Y =X =Y =X =Y =X =Y =X =Y =0.990.000.220.000.990.000.990.000.990.000.850.000.2123.580.850.000.855.400.852.700.6412.500.1960.420.6412.500.648.300.6410.40GROBOGANTANIN0.5818.750.1392.080.5818.750.5815.000.5816.881 minggu0.220.4725.830.1396.250.4725.830.4723.170.4724.502 minggu0.213 minggu0.19WAKTU TANAM 2WAKTU TANAM 2WAKTU TANAM 1WAKTU TANAM 2GROBOGAN4 minggu0.13TANINE2TANINH2TANINH1TANINH2TANINInt H12 rata25 minggu0.13X =Y =X =Y =X =Y =X =Y =X =Y =0.220.000.220.000.220.000.220.000.220.000.215.400.2121.250.2123.580.2121.250.2122.420.198.300.1954.580.1960.420.1954.580.1957.500.1315.000.1353.330.1392.080.1353.330.1372.71INTENSITAS SERANGAN0.1323.170.1355.250.1396.250.1355.250.1375.75MUTIARAE1E2Int E12 rata2UMUR TANAMANWAKTU TANAM 1WAKTU TANAM 21 minggu0.000.000.0012 minggu0.005.402.7023 minggu12.508.3010.4034 minggu18.7515.0016.8845 minggu25.8323.1724.505GROBOGANH1H2Int H12 rata21 minggu0.000.000.002 minggu23.5821.2522.423 minggu60.4254.5857.504 minggu92.0853.3372.715 minggu96.2555.2575.75L. HUBUNGAN ANTARA SERAT KASAR DENGAN POPULASI LALAT BIBIT VARIETAS 5657585960SERAT KASARKURVASERAT KASARDANPOPULASI LALAT BIBITKURVASERAT KASARDANPOPULASI LALAT BIBITKURVASERAT KASARDANPOPULASI LALAT BIBITKURVASERAT KASARDANPOPULASI LALAT BIBITKURVASERAT KASARDANPOPULASI LALAT BIBITMUTIARASERATKASARUMUR TANAMANWAKTU TANAM 1WAKTU TANAM 2X =SERAT KASARX =SERAT KASARX =SERAT KASARX =SERAT KASARX =SERAT KASAR1 minggu6.31Y =POPULASI LALAT BIBITY =POPULASI LALAT BIBITY =POPULASI LALAT BIBITY =POPULASI LALAT BIBITY =POPULASI LALAT BIBIT2 minggu9.923 minggu16.323WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 2MUTIARA4 minggu29.44SERATKASARE1SERATKASARH1SERATKASARE1SERAT KASARE2SERAT KASARPop E12 rata25 minggu17.025X =Y =X =Y =X =Y =X =Y =X =Y =6.300.005.940.006.300.006.300.006.300.009.901.4922.244.329.901.499.901.499.901.4916.322.5223.006.4416.322.5216.322.9816.322.75GROBOGANSERATKASAR29.405.7233.5610.5629.405.7229.405.6129.405.671 minggu5.9417.021.6210.666.5717.021.6217.021.8817.021.752 minggu22.243 minggu23WAKTU TANAM 2WAKTU TANAM 2WAKTU TANAM 1WAKTU TANAM 2GROBOGAN4 minggu33.56SERATKASARE2SERATKASARH2SERATKASARH1SERAT KASARH2SERAT KASARPop H12 rata25 minggu10.66X =Y =X =Y =X =Y =X =Y =X =Y =5.940.005.940.005.940.005.940.005.940.0022.241.4922.244.4422.244.3222.244.4422.244.3823.002.9823.006.6723.006.4423.006.6723.006.5633.565.6133.5612.0733.5610.5633.5612.0733.5611.32POPULASI LALAT BIBIT10.661.8810.668.2210.666.5710.668.2210.667.40MUTIARAE1E2Pop E12 rata2UMUR TANAMANWAKTU TANAM 1WAKTU TANAM 21 minggu0.000.000.0012 minggu1.491.491.4923 minggu2.522.982.7534 minggu5.725.615.6745 minggu1.621.881.755GROBOGANH1H2Pop H12 rata21 minggu0.000.000.002 minggu4.324.444.383 minggu6.446.676.564 minggu10.5612.0711.325 minggu6.578.227.40L. HUBUNGAN ANTARA SERAT KASAR DENGAN INTENSITAS SERANGAN6162636465SERAT KASARKURVASERAT KASARDANINTENSITAS SERANGANKURVASERAT KASARDANINTENSITAS SERANGANKURVASERAT KASARDANINTENSITAS SERANGANKURVASERAT KASARDANINTENSITAS SERANGANKURVASERAT KASARDANINTENSITAS SERANGANMUTIARASERATKASARUMUR TANAMANWAKTU TANAM 1WAKTU TANAM 2X =SERAT KASARX =SERAT KASARX =SERAT KASARX =SERAT KASARX =SERAT KASAR1 minggu6.31Y =INTENSITAS SERANGANY =INTENSITAS SERANGANY =INTENSITAS SERANGANY =INTENSITAS SERANGANY =INTENSITAS SERANGAN2 minggu9.923 minggu16.323WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 1WAKTU TANAM 2MUTIARA4 minggu29.44SERATKASARE1SERATKASARH1SERATKASARE1SERAT KASARE2SERAT KASARInt E12 rata25 minggu17.025X =Y =X =Y =X =Y =X =Y =X =Y =6.300.005.940.006.300.006.300.006.300.009.900.0022.2423.589.900.009.905.409.902.7016.3212.5023.0060.4216.3212.5016.328.3016.3210.40GROBOGANSERATKASAR29.4018.7533.5692.0829.4018.7529.4015.0029.4016.881 minggu5.9417.0225.8310.6696.2517.0225.8317.0223.1717.0224.502 minggu22.243 minggu23WAKTU TANAM 2WAKTU TANAM 2WAKTU TANAM 1WAKTU TANAM 2GROBOGAN4 minggu33.56SERATKASARE2SERATKASARH2SERATKASARH1SERAT KASARH2SERAT KASARInt H12 rata25 minggu10.66X =Y =X =Y =X =Y =X =Y =X =Y =5.940.005.940.005.940.005.940.005.940.0022.245.4022.2421.2522.2423.5822.2421.2522.2422.4223.008.3023.0054.5823.0060.4223.0054.5823.0057.5033.5615.0033.5653.3333.5692.0833.5653.3333.5672.71INTENSITAS SERANGAN10.6623.1710.6655.2510.6696.2510.6655.2510.6675.75MUTIARAE1E2Int E12 rata2UMUR TANAMANWAKTU TANAM 1WAKTU TANAM 21 minggu0.000.000.0012 minggu0.005.402.7023 minggu12.508.3010.4034 minggu18.7515.0016.8845 minggu25.8323.1724.505GROBOGANH1H2Int H12 rata21 minggu0.000.000.002 minggu23.5821.2522.423 minggu60.4254.5857.504 minggu92.0853.3372.715 minggu96.2555.2575.75

DATAKURVASERAT KASARDANINTENSITAS SERANGANX =SERAT KASARY =INTENSITAS SERANGANMUTIARASERAT KASARInt E12 rata2X =Y =6.300.009.902.7016.3210.4029.4016.8817.0224.50GROBOGANSERAT KASARInt H12 rata2X =Y =5.940.0022.2422.4223.0057.5033.5672.7110.6675.75

y=b0+b1XDATAX =SERAT KASARDATAX =SERAT KASARMUTIARAY =Int E12 rata2GROBOGANY =Int H12 rata2MUTIARANOXYX^2Y^2XYNOXYX^2Y^2XY16.3039.70.00.015.94035.30.00.029.92.798.07.326.7222.2422.415494.6502.4498.5316.3210.4266.3108.2169.732357.5529.03306.31322.5429.416.875864.4284.8496.1433.5672.7051126.35286.02440.0517.0224.5289.7600.3417.0510.6675.75113.65738.1807.5JUMLAH78.9454.4751558.08281000.4656251109.573JUMLAH95.4228.372298.810414832.761755068.4844

n =5X min =6.3n =5X min =5.94Rata2 X =15.788X maks=29.4Rata2 X =19.08X maks=33.56Rata2 Y =10.9Range=23.1Rata2 Y =45.7Range=27.62JK x =311.77808JK x =478.5784JK y =406.9605JK y =4402.19037JHK xy =249.5217JHK xy =711.1848Model regresi : Y = b0 + b1.X + eModel regresi : Y = b0 + b1.X + eMenentukan koefisien regresi (b0 dan b1)Menentukan koefisien regresi (b0 dan b1)b1 =0.8003182905b1 =1.4860361437b0 =--1.7404251704b0 =-17.320430378 (b0) (b1) (b0) (b1)Persamaan regresi : Y =-1.7404 +0.800 XPersamaan regresi : Y =17.3204 +1.486 XMenguji model regresi garis lurus Menguji model regresi garis lurus SumberDerajat JumlahKuadrat F hitungSignifikansiF tabelSumberDerajat JumlahKuadrat F hitungSignifikansiF tabelRagamBebasKuadratTengahRagamBebasKuadratTengah(DB)(JK)(KT)(DB)(JK)(KT)Regresi1199.6968199.69682.8904737514tn10.13Regresi11056.84631056.84630.9477467499tn10.13Galat3207.263769.0879Galat33345.34411115.1147Total4406.9605101.7401Total44402.19041100.5476Keterangan : Keterangan : F hitung < F tabel berarti ragam regresi tidak nyata (tn) atau model ditolakF hitung < F tabel berarti ragam regresi tidak nyata (tn) atau model ditolakMenguji koefisien regresi b1 = 0Menguji koefisien regresi b1 = 0Sb1 = 0.4707368831Sb1 = 1.52645224050.80031829051.4860361437tb1 = ---------- =1.7001tb1 = ---------- =0.97350.47073688311.5264522405t(0,025;3)=3.18t(0,025;3)=3.18Hasil uji :t hitung < t tabel berarti b1 sama dengan nol tn)Hasil uji :t hitung < t tabel berarti b1 sama dengan nol tn)Menentukan interval bagi b1 dengan kepercayaan 95 persen adalahMenentukan interval bagi b1 dengan kepercayaan 95 persen adalahInterval b1 : b1 + t(0,025;8).Sb1Interval b1 : b1 + t(0,025;8).Sb10.8003182905 +3.18x0.47073688311.4860361437 +3.18x1.52645224050.8003182905 +1.49694328841.4860361437 +4.8541181247atauatauP (-0.6966249979 < b1 Kedua garis regresi sejajar atau berimpit t(a/2,n1+n2-4) =2.447perlu dilanjutkan uji konstanta regresi (a)Terima H0 tolak H1 atau b1 = b2 maka perlu dicari nilai bc

Mencari nilai bc untuk menggabung nilai b1 dan b2Sx1y1 +Sx2y2249.5217 +711.1848bc--------------------------------------- = ------------------------------------ =1.2155356783 makaY1 =a1 +bcXSx12 +Sx22311.77808 +478.5784Y1 =-1.7404251704 +1.2155356783XY2 =a2 +bcXY2 =17.320430378 +1.2155356783X

MENGUJI KESAMAAN KOEFISIEN REGRESI a1=a2 ==> ta1-a2(Rata2 Y1 -Rata2 Y2) - bc . (Rata2 X1 -Rata2 X2 )ta1-a2 = ----------------------------------------------------------------------------------------------------------------------------------(Syx)c .1 +1 + Rata2 X1 -Rata2 X2. 2n1n2AC(10.895 -45.674) - 1.2155356783311.77808 -478.5784 )ta1-a2 = ---------------------------------------------------------------------------------------------------------------------------------- =9.612873340926.2077832886 .1+1 + 311.77808 -478.5784. 255790.35648Ac =Sx12 +Sx22 =311.77808 +478.5784 =790.35648

Bc =Sx1y1 +Sx2y2 =249.5217 +711.1848 =960.7065

Cc =Sy12 +Sy22 =406.9605 +4402.19037 =4809.15087

JkRc = Cc -Bb =4809.15087 -960.7065 =4807.9353343217Ac790.35648

DB JkRc =n1 +n2 -3 =5 +5 -3=7

(Syx2)c =JkRc =4807.9353343217 =686.8479049031DB JkRc 7

(Syx)c =V (Syx2) =26.2077832886ta1-a2 = 9.613ta1-a2 > t(a/2,n1+n2-4) ===>Tolak H0 terima H1 atau a1 a2t(a/2,n1+n2-3) =2.365Kedua persamaan regresi sejajarY1 =-1.7404251704 +1.2155356783XY2 =17.320430378 +1.2155356783X

RINGKASANPERSAMAAN DUA GARIS YANG DIUJI KESAMAAN DUA GARIS REGRESIY1 =a1 +b1XY2 =a2 +b2XY1 =-1.7404251704 +0.8003182905XY2 =17.320430378 +1.4860361437XHASIL PENGUJIAN KOEFISIEN REGRESI B1 DAN B2Terima H0 tolak H1 atau b1 = b2Regresi sejajar atau berimpitperlu uji konstanta regresi (a)

HASIL PENGUJIAN KOEFISIEN REGRESI A1 DAN A2Tolak H0 terima H1 atau a1 a2Kedua persamaan regresi sejajarHASIL PERSAMAAN REGRESI SETELAH DILAKUKAN UJI KESAMAAN DUA GARISKedua persamaan regresi sejajar2

SEJAJARY1 =a1 +bcXY2 =a2 +bcXY1 =-1.7404251704 +1.2155356783XY2 =17.320430378 +1.2155356783X

GBR2GARISX1Y1X2Y2X1X2RANGEX6.305.9406.35.94MIN5.940.4169.92.722.2422.4159.922.24MAK33.565.9416.3210.42357.516.3223RANGE27.6211.46429.416.87533.5672.70529.433.56STEP R/55.52416.98817.0224.510.6675.7517.0210.6622.51228.03633.5639.084

BERPOTONGANY1 =-1.7404251704 +0.8003182905XY2 =17.320430378 +1.4860361437XNOXY1Y210.416-1.407492761517.938621413825.943.013465475226.1474850716311.4647.434423711934.3563487295416.98811.855381948642.5652123874522.51216.276340185350.7740760452628.03620.69729842258.9829397031733.5625.118256658767.191803361839.08429.539214895475.4006670188KOORDINAT TITIK POTONGXtp =Ytp =SEJAJARY1 =-1.7404251704 +1.2155356783XY2 =17.320430378 +1.2155356783XNOXY1Y210.416-1.234762328217.826093220125.945.479856758624.540712307311.46412.194475845431.2553313938416.98818.909094932337.9699504806522.51225.623714019144.6845695674628.03632.338333105951.3991886542733.5639.052952192758.1138077411839.08445.767571279564.8284268279BERIMPITNOXYc10.416ERROR:#VALUE!25.94ERROR:#VALUE!311.464ERROR:#VALUE!416.988ERROR:#VALUE!522.512ERROR:#VALUE!628.036ERROR:#VALUE!733.56ERROR:#VALUE!839.084ERROR:#VALUE!GABUNGAN GARISNOXY1 POTY2 POT10.416-1.407492761517.938621413825.943.013465475226.1474850716311.4647.434423711934.3563487295416.98811.855381948642.5652123874522.51216.276340185350.7740760452628.03620.69729842258.9829397031733.5625.118256658767.191803361839.08429.539214895475.4006670188

HASILAnalisis regresi garis lurusAnalisis regresi garis lurusKURVASERAT KASARDANINTENSITAS SERANGANKURVASERAT KASARDANINTENSITAS SERANGAN

MUTIARAGROBOGANNOX =Y =X^2Y^2XYNOX =Y =X^2Y^2XYSERAT KASARInt E12 rata2SERAT KASARInt H12 rata216.30.00039.6900.0000.00015.9400.00035.2840.0000.00029.92.70098.0107.29026.730222.24022.415494.618502.432498.510316.3210.400266.342108.160169.728323.00057.500529.0003306.2501322.500429.416.875864.360284.766496.125433.56072.7051126.2745286.0172439.980517.0224.500289.680600.250416.990510.66075.750113.6365738.063807.495JUMLAH78.9454.4751558.0831000.4661109.573JUMLAH95.400228.3702298.81014832.7625068.484Persamaan regresi : SERAT KASARDANInt E12 rata2Persamaan regresi : SERAT KASARDANInt H12 rata2tn)tn)Y =-1.7404251704 +0.8003182905 XR^2 =0.4907Y =17.320430378 +1.4860361437 XR^2 =0.2401ANAVASERAT KASARDANInt E12 rata2MUTIARAANAVASERAT KASARDANInt H12 rata2GROBOGANSumberDerajat JumlahKuadrat F hitungSignifikansiF tabelSumberDerajat JumlahKuadrat F hitungSignifikansiF tabelRagamBebasKuadratTengahRagamBebasKuadratTengah(DB)(JK)(KT)(DB)(JK)(KT)Regresi1199.6968199.69682.8905tn10.13Regresi11056.84631056.84630.9477tn10.13Galat3207.263769.0879 - - -Galat33345.34411115.1147Total4406.9605101.7401 - - -Total44402.19041100.5476Keterangan : Keterangan : F hitung < F tabel berarti ragam regresi tidak nyata (tn) atau model ditolakF hitung < F tabel berarti ragam regresi tidak nyata (tn) atau model ditolakSERAT KASARDANInt E12 rata2SERAT KASARDANInt H12 rata2Koefisien korelasi (r) =0.7005Koefisien korelasi (r) =0.4900Koefisien diterminasi (R^2) =0.4907Koefisien diterminasi (R^2) =0.2401Koefisien non diterminasi (1-R^2) =0.5093Koefisien non diterminasi (1-R^2) =0.7599

KurvaMUTIARAKurvaGROBOGANKURVASERAT KASARDANInt E12 rata2KURVASERAT KASARDANInt H12 rata2Uji kesamaan dua garis regresi garis lurusUJI KESAMAAN KOEFISIEN REGRESI b1=b2 ==> tb1-b2Regresi 1MUTIARAtb1-b2 =-0.4294nsRegresi 2GROBOGAN t(a/2,n1+n2-4) =2.4470tb1-b2 =-0.4294 t(a/2,n1+n2-4) =2.4470tb1-b2 < t(a/2,n1+n2-4) Signifikansins ===>Kedua garis regresi sejajar atau berimpitKesimpulanKedua garis regresi sejajar atau berimpitta1-a2 = 9.6129MENGUJI KESAMAAN KOEFISIEN REGRESI a1=a2 ==> ta1-a2t(a/2,n1+n2-3) =2.365ta1-a2 = 9.6129*Signifikansi*t(a/2,n1+n2-3) =2.365KesimpulanKedua persamaan regresi sejajarta1-a2 > t(a/2,n1+n2-4) ===>Kedua persamaan regresi sejajarPersamaan regresi akhirMUTIARAY1 =-1.7404 +1.2155XGROBOGANY2 =17.3204 +1.2155X

Gambar regresi sebelum pengujianGambar persamaan sesudah pengujian