UNIANOVA total BY gender section lowup WITH gpa /METHOD=SSTYPE(3) /INTERCEPT=INCLUDE /PRINT=TEST(LMATRIX) ETASQ DESCRIPTIVE /CRITERIA=ALPHA(.05) /DESIGN=gpa gender section lowup gender*section gender*lowup section*lowup gender*section*lowup.Univariate Analysis of VarianceNotesOutput Created21-NOV-2015 09:39:07CommentsInputData/Users/suhailasamsuddin/Desktop/SPSS/Data UKP/20151121091134grades.savActive DatasetDataSet3FilterWeightSplit FileN of Rows in Working Data File105Missing Value HandlingDefinition of MissingUser-defined missing values are treated as missing.Cases UsedStatistics are based on all cases with valid data for all variables in the model.SyntaxUNIANOVA total BY gender section lowup WITH gpa /METHOD=SSTYPE(3) /INTERCEPT=INCLUDE /PRINT=TEST(LMATRIX) ETASQ DESCRIPTIVE /CRITERIA=ALPHA(.05) /DESIGN=gpa gender section lowup gender*section gender*lowup section*lowup gender*section*lowup.ResourcesProcessor Time00:00:00.64Elapsed Time00:00:01.00[DataSet3] /Users/suhailasamsuddin/Desktop/SPSS/Data UKP/20151121091134grades.savBetween-Subjects FactorsValue LabelNgender1Female642Male41section133239333Lower or upper division1Lower222Upper83Descriptive StatisticsDependent Variable: totalgendersectionLower or upper divisionMeanStd. DeviationNFemale1Lower113.206.4585Upper100.8719.84215Total103.9518.135202Lower93.0013.7438Upper103.1110.56618Total100.0012.306263Lower110.009.8493Upper101.4010.55515Total102.8310.67818TotalLower102.5014.48216Upper101.8713.85048Total102.0313.89664Male1Lower101.5013.4352Upper107.8213.34811Total106.8513.005132Lower82.338.7373Upper103.307.52810Total98.4611.822133Lower100.00.1Upper90.0721.87514Total90.7321.23515TotalLower91.6713.0956Upper99.4317.70935Total98.2917.19641Total1Lower109.869.5127Upper103.8117.43626Total105.0916.14833Descriptive StatisticsDependent Variable: totalgendersectionLower or upper divisionMeanStd. DeviationNTotal2Lower90.0913.12611Upper103.189.44428Total99.4912.013393Lower107.509.4694Upper95.9317.63729Total97.3317.18433TotalLower99.5514.66422Upper100.8415.53983Total100.5715.299105Tests of Between-Subjects EffectsDependent Variable: totalSourceType III Sum of SquaresdfMean SquareFSig.Partial Eta SquaredCorrected Model8006.586a12667.2163.757.000.329Intercept35588.644135588.644200.412.000.685gpa3160.61513160.61517.799.000(16.2% sumbg kpd jum total) .162gender78.032178.032.439.509.005section896.6842448.3422.525.086.052lowup53.578153.578.302.584.003gender * section38.136219.068.107.898.002gender * lowup79.291179.291.447.506.005section * lowup1509.9952754.9974.252.017.085gender * section * lowup162.574281.287.458.634.010Error16337.12892177.577Total1086378.000105Corrected Total24343.714104a. R Squared = .329 (Adjusted R Squared = .241)Sama mcm 2way anova. 2 variateContrast Coefficients (L' Matrix)InterceptParameterContrastL1Intercept1gpa0[gender=1].500[gender=2].500[section=1].333[section=2].333[section=3].333[lowup=1].500[lowup=2].500[gender=1] * [section=1].167[gender=1] * [section=2].167[gender=1] * [section=3].167[gender=2] * [section=1].167[gender=2] * [section=2].167[gender=2] * [section=3].167[gender=1] * [lowup=1].250[gender=1] * [lowup=2].250[gender=2] * [lowup=1].250[gender=2] * [lowup=2].250[section=1] * [lowup=1].167[section=1] * [lowup=2].167[section=2] * [lowup=1].167[section=2] * [lowup=2].167InterceptParameterContrastL1[section=3] * [lowup=1].167[section=3] * [lowup=2].167[gender=1] * [section=1] * [lowup=1].083[gender=1] * [section=1] * [lowup=2].083[gender=1] * [section=2] * [lowup=1].083[gender=1] * [section=2] * [lowup=2].083[gender=1] * [section=3] * [lowup=1].083[gender=1] * [section=3] * [lowup=2].083[gender=2] * [section=1] * [lowup=1].083[gender=2] * [section=1] * [lowup=2].083[gender=2] * [section=2] * [lowup=1].083[gender=2] * [section=2] * [lowup=2].083[gender=2] * [section=3] * [lowup=1].083[gender=2] * [section=3] * [lowup=2].083The default display of this matrix is the transpose of the corresponding L matrix.Based on Type III Sums of Squares.gpaParameterContrastL2Intercept0gpa1[gender=1]0[gender=2]0[section=1]0[section=2]0[section=3]0[lowup=1]0[lowup=2]0[gender=1] * [section=1]0[gender=1] * [section=2]0[gender=1] * [section=3]0[gender=2] * [section=1]0[gender=2] * [section=2]0[gender=2] * [section=3]0[gender=1] * [lowup=1]0[gender=1] * [lowup=2]0[gender=2] * [lowup=1]0[gender=2] * [lowup=2]0[section=1] * [lowup=1]0[section=1] * [lowup=2]0[section=2] * [lowup=1]0[section=2] * [lowup=2]0gpaParameterContrastL2[section=3] * [lowup=1]0[section=3] * [lowup=2]0[gender=1] * [section=1] * [lowup=1]0[gender=1] * [section=1] * [lowup=2]0[gender=1] * [section=2] * [lowup=1]0[gender=1] * [section=2] * [lowup=2]0[gender=1] * [section=3] * [lowup=1]0[gender=1] * [section=3] * [lowup=2]0[gender=2] * [section=1] * [lowup=1]0[gender=2] * [section=1] * [lowup=2]0[gender=2] * [section=2] * [lowup=1]0[gender=2] * [section=2] * [lowup=2]0[gender=2] * [section=3] * [lowup=1]0[gender=2] * [section=3] * [lowup=2]0The default display of this matrix is the transpose of the corresponding L matrix.Based on Type III Sums of Squares.genderParameterContrastL3Intercept0gpa0[gender=1]1[gender=2]-1[section=1]0[section=2]0[section=3]0[lowup=1]0[lowup=2]0[gender=1] * [section=1].333[gender=1] * [section=2].333[gender=1] * [section=3].333[gender=2] * [section=1]-.333[gender=2] * [section=2]-.333[gender=2] * [section=3]-.333[gender=1] * [lowup=1].500[gender=1] * [lowup=2].500[gender=2] * [lowup=1]-.500[gender=2] * [lowup=2]-.500[section=1] * [lowup=1]0[section=1] * [lowup=2]0[section=2] * [lowup=1]0[section=2] * [lowup=2]0genderParameterContrastL3[section=3] * [lowup=1]0[section=3] * [lowup=2]0[gender=1] * [section=1] * [lowup=1].167[gender=1] * [section=1] * [lowup=2].167[gender=1] * [section=2] * [lowup=1].167[gender=1] * [section=2] * [lowup=2].167[gender=1] * [section=3] * [lowup=1].167[gender=1] * [section=3] * [lowup=2].167[gender=2] * [section=1] * [lowup=1]-.167[gender=2] * [section=1] * [lowup=2]-.167[gender=2] * [section=2] * [lowup=1]-.167[gender=2] * [section=2] * [lowup=2]-.167[gender=2] * [section=3] * [lowup=1]-.167[gender=2] * [section=3] * [lowup=2]-.167The default display of this matrix is the transpose of the corresponding L matrix.Based on Type III Sums of Squares.sectionParameterContrastL5L6Intercept00gpa00[gender=1]00[gender=2]00[section=1]10[section=2]01[section=3]-1-1[lowup=1]00[lowup=2]00[gender=1] * [section=1].5000[gender=1] * [section=2]0.500[gender=1] * [section=3]-.500-.500[gender=2] * [section=1].5000[gender=2] * [section=2]0.500[gender=2] * [section=3]-.500-.500[gender=1] * [lowup=1]00[gender=1] * [lowup=2]00[gender=2] * [lowup=1]00[gender=2] * [lowup=2]00[section=1] * [lowup=1].5000[section=1] * [lowup=2].5000[section=2] * [lowup=1]0.500[section=2] * [lowup=2]0.500sectionParameterContrastL5L6[section=3] * [lowup=1]-.500-.500[section=3] * [lowup=2]-.500-.500[gender=1] * [section=1] * [lowup=1].2500[gender=1] * [section=1] * [lowup=2].2500[gender=1] * [section=2] * [lowup=1]0.250[gender=1] * [section=2] * [lowup=2]0.250[gender=1] * [section=3] * [lowup=1]-.250-.250[gender=1] * [section=3] * [lowup=2]-.250-.250[gender=2] * [section=1] * [lowup=1].2500[gender=2] * [section=1] * [lowup=2].2500[gender=2] * [section=2] * [lowup=1]0.250[gender=2] * [section=2] * [lowup=2]0.250[gender=2] * [section=3] * [lowup=1]-.250-.250[gender=2] * [section=3] * [lowup=2]-.250-.250The default display of this matrix is the transpose of the corresponding L matrix.Based on Type III Sums of Squares.lowupParameterContrastL8Intercept0gpa0[gender=1]0[gender=2]0[section=1]0[section=2]0[section=3]0[lowup=1]1[lowup=2]-1[gender=1] * [section=1]0[gender=1] * [section=2]0[gender=1] * [section=3]0[gender=2] * [section=1]0[gender=2] * [section=2]0[gender=2] * [section=3]0[gender=1] * [lowup=1].500[gender=1] * [lowup=2]-.500[gender=2] * [lowup=1].500[gender=2] * [lowup=2]-.500[section=1] * [lowup=1].333[section=1] * [lowup=2]-.333[section=2] * [lowup=1].333[section=2] * [lowup=2]-.333lowupParameterContrastL8[section=3] * [lowup=1].333[section=3] * [lowup=2]-.333[gender=1] * [section=1] * [lowup=1].167[gender=1] * [section=1] * [lowup=2]-.167[gender=1] * [section=2] * [lowup=1].167[gender=1] * [section=2] * [lowup=2]-.167[gender=1] * [section=3] * [lowup=1].167[gender=1] * [section=3] * [lowup=2]-.167[gender=2] * [section=1] * [lowup=1].167[gender=2] * [section=1] * [lowup=2]-.167[gender=2] * [section=2] * [lowup=1].167[gender=2] * [section=2] * [lowup=2]-.167[gender=2] * [section=3] * [lowup=1].167[gender=2] * [section=3] * [lowup=2]-.167The default display of this matrix is the transpose of the corresponding L matrix.Based on Type III Sums of Squares.gender * sectionParameterContrastL10L11Intercept00gpa00[gender=1]00[gender=2]00[section=1]00[section=2]00[section=3]00[lowup=1]00[lowup=2]00[gender=1] * [section=1]10[gender=1] * [section=2]01[gender=1] * [section=3]-1-1[gender=2] * [section=1]-10[gender=2] * [section=2]0-1[gender=2] * [section=3]11[gender=1] * [lowup=1]00[gender=1] * [lowup=2]00[gender=2] * [lowup=1]00[gender=2] * [lowup=2]00[section=1] * [lowup=1]00[section=1] * [lowup=2]00[section=2] * [lowup=1]00[section=2] * [lowup=2]00gender * sectionParameterContrastL10L11[section=3] * [lowup=1]00[section=3] * [lowup=2]00[gender=1] * [section=1] * [lowup=1].5000[gender=1] * [section=1] * [lowup=2].5000[gender=1] * [section=2] * [lowup=1]0.500[gender=1] * [section=2] * [lowup=2]0.500[gender=1] * [section=3] * [lowup=1]-.500-.500[gender=1] * [section=3] * [lowup=2]-.500-.500[gender=2] * [section=1] * [lowup=1]-.5000[gender=2] * [section=1] * [lowup=2]-.5000[gender=2] * [section=2] * [lowup=1]0-.500[gender=2] * [section=2] * [lowup=2]0-.500[gender=2] * [section=3] * [lowup=1].500.500[gender=2] * [section=3] * [lowup=2].500.500The default display of this matrix is the transpose of the corresponding L matrix.Based on Type III Sums of Squares.gender * lowupParameterContrastL16Intercept0gpa0[gender=1]0[gender=2]0[section=1]0[section=2]0[section=3]0[lowup=1]0[lowup=2]0[gender=1] * [section=1]0[gender=1] * [section=2]0[gender=1] * [section=3]0[gender=2] * [section=1]0[gender=2] * [section=2]0[gender=2] * [section=3]0[gender=1] * [lowup=1]1[gender=1] * [lowup=2]-1[gender=2] * [lowup=1]-1[gender=2] * [lowup=2]1[section=1] * [lowup=1]0[section=1] * [lowup=2]0[section=2] * [lowup=1]0[section=2] * [lowup=2]0gender * lowupParameterContrastL16[section=3] * [lowup=1]0[section=3] * [lowup=2]0[gender=1] * [section=1] * [lowup=1].333[gender=1] * [section=1] * [lowup=2]-.333[gender=1] * [section=2] * [lowup=1].333[gender=1] * [section=2] * [lowup=2]-.333[gender=1] * [section=3] * [lowup=1].333[gender=1] * [section=3] * [lowup=2]-.333[gender=2] * [section=1] * [lowup=1]-.333[gender=2] * [section=1] * [lowup=2].333[gender=2] * [section=2] * [lowup=1]-.333[gender=2] * [section=2] * [lowup=2].333[gender=2] * [section=3] * [lowup=1]-.333[gender=2] * [section=3] * [lowup=2].333The default display of this matrix is the transpose of the corresponding L matrix.Based on Type III Sums of Squares.section * lowupParameterContrastL20L22Intercept00gpa00[gender=1]00[gender=2]00[section=1]00[section=2]00[section=3]00[lowup=1]00[lowup=2]00[gender=1] * [section=1]00[gender=1] * [section=2]00[gender=1] * [section=3]00[gender=2] * [section=1]00[gender=2] * [section=2]00[gender=2] * [section=3]00[gender=1] * [lowup=1]00[gender=1] * [lowup=2]00[gender=2] * [lowup=1]00[gender=2] * [lowup=2]00[section=1] * [lowup=1]10[section=1] * [lowup=2]-10[section=2] * [lowup=1]01[section=2] * [lowup=2]0-1section * lowupParameterContrastL20L22[section=3] * [lowup=1]-1-1[section=3] * [lowup=2]11[gender=1] * [section=1] * [lowup=1].5000[gender=1] * [section=1] * [lowup=2]-.5000[gender=1] * [section=2] * [lowup=1]0.500[gender=1] * [section=2] * [lowup=2]0-.500[gender=1] * [section=3] * [lowup=1]-.500-.500[gender=1] * [section=3] * [lowup=2].500.500[gender=2] * [section=1] * [lowup=1].5000[gender=2] * [section=1] * [lowup=2]-.5000[gender=2] * [section=2] * [lowup=1]0.500[gender=2] * [section=2] * [lowup=2]0-.500[gender=2] * [section=3] * [lowup=1]-.500-.500[gender=2] * [section=3] * [lowup=2].500.500The default display of this matrix is the transpose of the corresponding L matrix.Based on Type III Sums of Squares.gender * section * lowupParameterContrastL26L28Intercept00gpa00[gender=1]00[gender=2]00[section=1]00[section=2]00[section=3]00[lowup=1]00[lowup=2]00[gender=1] * [section=1]00[gender=1] * [section=2]00[gender=1] * [section=3]00[gender=2] * [section=1]00[gender=2] * [section=2]00[gender=2] * [section=3]00[gender=1] * [lowup=1]00[gender=1] * [lowup=2]00[gender=2] * [lowup=1]00[gender=2] * [lowup=2]00[section=1] * [lowup=1]00[section=1] * [lowup=2]00[section=2] * [lowup=1]00[section=2] * [lowup=2]00gender * section * lowupParameterContrastL26L28[section=3] * [lowup=1]00[section=3] * [lowup=2]00[gender=1] * [section=1] * [lowup=1]10[gender=1] * [section=1] * [lowup=2]-10[gender=1] * [section=2] * [lowup=1]01[gender=1] * [section=2] * [lowup=2]0-1[gender=1] * [section=3] * [lowup=1]-1-1[gender=1] * [section=3] * [lowup=2]11[gender=2] * [section=1] * [lowup=1]-10[gender=2] * [section=1] * [lowup=2]10[gender=2] * [section=2] * [lowup=1]0-1[gender=2] * [section=2] * [lowup=2]01[gender=2] * [section=3] * [lowup=1]11[gender=2] * [section=3] * [lowup=2]-1-1The default display of this matrix is the transpose of the corresponding L matrix.Based on Type III Sums of Squares.