Morbid Obesity Essays - Regression Analysis, Free Essays

Morbid Obesity Essays - Regression Analysis, Free Essays GET FILE='C:Usersw0018928DesktopPsi Beta National Project _Rudmann.sav'. DATASET NAME DataSet1 WINDOW=FRONT. USE ALL. COMPUTE filter_$=(College = 2). VARIABLE LABELS filter_$ 'College = 2 (FILTER)'. VALUE LABELS filter_$ 0 'Not Selected' 1 'Selected'. FORMATS filter_$ (f1.0). FILTER BY filter_$. EXECUTE. REGRESSION /DESCRIPTIVES MEAN STDDEV CORR SIG N /MISSING LISTWISE /STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT HAPPINESS /METHOD=STEPWISE TP_FUT /METHOD=ENTER Mind_COMB TP_FUT /SAVE MAHAL. Regression Notes Output Created10-APR-2014 12:41:39 Comments InputDataC:Usersw0018928DesktopPsi Beta National Project _Rudmann.sav Active DatasetDataSet1 FilterCollege = 2 (FILTER) Weightnone> Split Filenone> N of Rows in Working Data File304 Missing Value HandlingDefinition of MissingUser-defined missing values are treated as missing. Cases UsedStatistics are based on cases with no missing values for any variable used. SyntaxREGRESSION /DESCRIPTIVES MEAN STDDEV CORR SIG N /MISSING LISTWISE /STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT HAPPINESS /METHOD=STEPWISE TP_FUT /METHOD=ENTER Mind_COMB TP_FUT /SAVE MAHAL. ResourcesProcessor Time00:00:00.05 Elapsed Time00:00:00.05 Memory Required2940 bytes Additional Memory Required for Residual Plots0 bytes Variables Created or ModifiedMAH_1Mahalanobis Distance [DataSet1] C:Usersw0018928DesktopPsi Beta National Project _Rudmann.sav Descriptive Statistics MeanStd. DeviationN Happiness4.5978.87874294 Future Time Perspective3.7891.91512294 Mindset Intelligence Plus General2.4893.97998294 Correlations HappinessFuture Time PerspectiveMindset Intelligence Plus General Pearson CorrelationHappiness1.000.329-.119 Future Time Perspective.3291.000-.076 Mindset Intelligence Plus General-.119-.0761.000 Sig. (1-tailed)Happiness..000.020 Future Time Perspective.000..098 Mindset Intelligence Plus General.020.098. NHappiness294294294 Future Time Perspective294294294 Mindset Intelligence Plus General294294294 Variables Entered/Removeda ModelVariables EnteredVariables RemovedMethod 1Future Time Perspective.Stepwise (Criteria: Probability-of-F-to-enter = .050, Probability-of-F-to-remove >= .100). 2Mindset Intelligence Plus Generalb.Enter a. Dependent Variable: Happiness b. All requested variables entered. Model Summaryc ModelRR SquareAdjusted R SquareStd. Error of the EstimateChange Statistics R Square ChangeF Changedf1 1.329a.108.105.83118.10835.4891 2.343b.117.111.82840.0092.9621 Model Summaryc ModelChange Statistics df2Sig. F Change 1292.000 2291.086 a. Predictors: (Constant), Future Time Perspective b. Predictors: (Constant), Future Time Perspective, Mindset Intelligence Plus General c. Dependent Variable: Happiness ANOVAa ModelSum of SquaresdfMean SquareFSig. 1Regression24.518124.51835.489.000b Residual201.733292.691 Total226.251293 2Regression26.551213.27619.345.000c Residual199.700291.686 Total226.251293 a. Dependent Variable: Happiness b. Predictors: (Constant), Future Time Perspective c. Predictors: (Constant), Future Time Perspective, Mindset Intelligence Plus General Coefficientsa ModelUnstandardized CoefficientsStandardized CoefficientstSig. BStd. ErrorBeta 1(Constant)3.400.20716.439.000 Future Time Perspective.316.053.3295.957.000 2(Constant)3.638.24814.651.000 Future Time Perspective.309.053.3225.830.000 Mindset Intelligence Plus General-.085.050-.095-1.721.086 Coefficientsa Model95.0% Confidence Interval for BCollinearity Statistics Lower BoundUpper BoundToleranceVIF 1(Constant)2.9933.807 Future Time Perspective.212.4211.0001.000 2(Constant)3.1504.127 Future Time Perspective.205.414.9941.006 Mindset Intelligence Plus General-.183.012.9941.006 a. Dependent Variable: Happiness Excluded Variablesa ModelBeta IntSig.Partial CorrelationCollinearity Statistics Tolerance 1Mindset Intelligence Plus General-.095b-1.721.086-.100.994 Excluded Variablesa ModelCollinearity Statistics VIFMinimum Tolerance 1Mindset Intelligence Plus General1.006.994 a. Dependent Variable: Happiness b. Predictors in the Model: (Constant), Future Time Perspective Collinearity Diagnosticsa ModelDimensionEigenvalueCondition IndexVariance Proportions (Constant)Future Time PerspectiveMindset Intelligence Plus General 111.9721.000.01.01 2.0288.414.99.99 212.8681.000.00.01.02 2.1095.133.02.15.78 3.02311.067.98.84.20 a. Dependent Variable: Happiness Residuals Statisticsa MinimumMaximumMeanStd. DeviationN Predicted Value3.62455.09914.5978.30103294 Std. Predicted Value-3.2331.665.0001.000294 Standard Error of Predicted Value.049.191.080.024294 Adjusted Predicted Value3.58125.11324.5974.30158294 Residual-2.527772.10788.00000.82557294 Std. Residual-3.0512.545.000.997294 Stud. Residual-3.0672.561.0001.002294 Deleted Residual-2.553042.13613.00043.83471294 Stud. Deleted Residual-3.1122.586.0001.006294 Mahal. Distance.02314.5851.9932.019294 Cook's Distance.000.074.004.008294 Centered Leverage Value.000.050.007.007294 a. Dependent Variable: Happiness USE ALL. COMPUTE filter_$=(GENDER = 1). VARIABLE LABELS filter_$ 'GENDER = 1 (FILTER)'. VALUE LABELS filter_$ 0 'Not Selected' 1 'Selected'. FORMATS filter_$ (f1.0). FILTER BY filter_$. EXECUTE. REGRESSION /DESCRIPTIVES MEAN STDDEV CORR SIG N /MISSING LISTWISE /STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT HAPPINESS /METHOD=STEPWISE TP_FUT /METHOD=ENTER Mind_COMB TP_FUT /SAVE MAHAL. USE ALL. COMPUTE filter_$=(GENDER = 2). VARIABLE LABELS filter_$ 'GENDER = 2 (FILTER)'. VALUE LABELS filter_$ 0 'Not Selected' 1 'Selected'. FORMATS filter_$ (f1.0). FILTER BY filter_$. EXECUTE. REGRESSION /DESCRIPTIVES MEAN STDDEV CORR SIG N /MISSING LISTWISE /STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT HAPPINESS /METHOD=STEPWISE TP_FUT /METHOD=ENTER Mind_COMB TP_FUT /SAVE MAHAL. USE ALL. COMPUTE filter_$=(GENDER = 1). VARIABLE LABELS filter_$ 'GENDER = 1 (FILTER)'. VALUE LABELS filter_$ 0 'Not Selected' 1 'Selected'. FORMATS filter_$ (f1.0). FILTER BY filter_$. EXECUTE. REGRESSION /DESCRIPTIVES MEAN STDDEV CORR SIG N /MISSING LISTWISE /STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT HAPPINESS /METHOD=STEPWISE TP_FUT /METHOD=ENTER Mind_COMB TP_FUT /SAVE MAHAL. Regression: Whole Sample Males Notes Output Created10-APR-2014 12:57:33 Comments InputDataC:Usersw0018928DesktopPsi Beta National Project _Rudmann.sav Active DatasetDataSet1 FilterGENDER = 1 (FILTER) Weightnone> Split Filenone> N of Rows in Working Data File208 Missing Value HandlingDefinition of MissingUser-defined missing values are treated as missing. Cases UsedStatistics are based on cases with no missing values for any variable used. SyntaxREGRESSION /DESCRIPTIVES MEAN STDDEV CORR SIG N /MISSING LISTWISE /STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT HAPPINESS /METHOD=STEPWISE TP_FUT /METHOD=ENTER Mind_COMB TP_FUT /SAVE MAHAL. ResourcesProcessor Time00:00:00.02 Elapsed Time00:00:00.02 Memory Required3100 bytes Additional Memory Required for Residual Plots0 bytes Variables Created or ModifiedMAH_9Mahalanobis Distance Descriptive Statistics MeanStd. DeviationN Happiness4.5922.87297198 Future Time Perspective3.4697.91051198 Mindset Intelligence Plus General2.60251.06407198 Correlations HappinessFuture Time PerspectiveMindset Intelligence Plus General Pearson CorrelationHappiness1.000.238-.224 Future Time Perspective.2381.000-.068 Mindset Intelligence Plus General-.224-.0681.000 Sig. (1-tailed)Happiness..000.001 Future Time Perspective.000..171 Mindset Intelligence Plus General.001.171. NHappiness198198198 Future Time Perspective198198198 Mindset Intelligence Plus General198198198 Variables Entered/Removeda ModelVariables EnteredVariables RemovedMethod 1Future Time Perspective.Stepwise (Criteria: Probability-of-F-to-enter = .050, Probability-of-F-to-remove >= .100). 2Mindset Intelligence Plus Generalb.Enter a. Dependent Variable: Happiness b. All requested variables entered. Model Summaryc ModelRR SquareAdjusted R SquareStd. Error of the EstimateChange Statistics R Square ChangeF Changedf1 1.238a.057.052.84994.05711.8211 2.317b.100.091.83225.0439.4211 Model Summaryc ModelChange Statistics df2Sig. F Change 1196.001 2195.002 a. Predictors: (Constant), Future Time Perspective b. Predictors: (Constant), Future Time Perspective, Mindset Intelligence Plus General c. Dependent Variable: Happiness ANOVAa ModelSum of SquaresdfMean SquareFSig. 1Regression8.53918.53911.821.001b Residual141.591196.722 Total150.130197 2Regression15.06527.53210.875.000c Residual135.066195.693 Total150.130197 a. Dependent Variable: Happiness b. Predictors: (Constant), Future Time Perspective c. Predictors: (Constant), Future Time Perspective, Mindset Intelligence Plus General Coefficientsa ModelUnstandardized CoefficientsStandardized CoefficientstSig. BStd. ErrorBeta 1(Constant)3.799.23915.925.000 Future Time Perspective.229.067.2383.438.001 2(Constant)4.292.28415.137.000 Future Time Perspective.215.065.2243.294.001 Mindset Intelligence Plus General-.171.056-.209-3.069.002 Coefficientsa Model95.0% Confidence Interval for BCollinearity Statistics Lower BoundUpper BoundToleranceVIF 1(Constant)3.3284.269 Future Time Perspective.097.3601.0001.000 2(Constant)3.7334.851 Future Time Perspective.086.344.9951.005 Mindset Intelligence Plus General-.282-.061.9951.005 a. Dependent