(Initial Screening) Block Entry Multiple Regression - CCSEQ Example

Transcription

1 (Initial Screening) Block Entry Multiple - CCSEQ Example Variables Entered/Removed b Variables Entered Effort in Coursework,,, Students, Faculty a a. All requested variables entered. b. Dependent Variable: Estimate of Gains Variables Removed Method. Enter a. Summary Adjusted R Std. Error of R R Square Square the Estimate.5 a Predictors:, Effort in Coursework,, Affect on Family on School Work, Students, Faculty a. ANOVA b Sum of Squares df Mean Square F Sig a Predictors:, Effort in Coursework,, Affect on Family on School Work, Students, Faculty b. Dependent Variable: Estimate of Gains Block Entry MLR - CCSEQ Example - Page

2 Affect on Job on School Work Affect on Family on School Work Effort with Faculty Effort with Students Effort in Coursework a. Dependent Variable: Estimate of Gains Coefficients a Unstandardized Standardized Coefficients Coefficients Collinearity Statistics B Std. Error Beta t Sig. Tolerance VIF Collinearity Diagnostics a Dimension Index Work School Work Faculty Students Coursework Eigenvalue Condition a. Dependent Variable: Estimate of Gains Affect on Job on School Variance Proportions Affect on Family on Effort in Block Entry MLR - CCSEQ Example - Page

3 Block Entry Multiple - CCSEQ Example Descriptive Statistics Estimate of Gains Faculty Students Effort in Coursework Mean Std. Deviation N Correlations Pearson Correlation Sig. (-tailed) N Estimate of Gains Faculty Students Effort in Coursework Estimate of Gains Faculty Students Effort in Coursework Estimate of Gains Faculty Students Effort in Coursework Estimate of Gains Affect on Job on School Affect on Family on Effort in Work School Work Faculty Students Coursework Block Entry MLR - CCSEQ Example - Page 3

4 Variables Entered/Removed b Variables Variables Entered Removed Method, a. Enter Students, Faculty, Effort in Coursework a. Enter a. All requested variables entered. b. Dependent Variable: Estimate of Gains Summary Change Statistics R R Square Adjusted R Square Std. Error of the Estimate R Square Change F Change df df Sig. F Change.05 a b a. Predictors:,, b. Predictors:,,, Students, Faculty, Effort in Coursework ANOVA c Sum of Squares df Mean Square F Sig a b a. Predictors:,, b. Predictors:,,, Students, Faculty, Effort in Coursework c. Dependent Variable: Estimate of Gains Block Entry MLR - CCSEQ Example - Page 4

5 Coefficients a Faculty Students Effort in Coursework a. Dependent Variable: Estimate of Gains Unstandardized Standardized Coefficients Coefficients B Std. Error Beta t Sig Faculty Students Effort in Coursework Excluded Variables b Collinearity Partial Statistics Beta In t Sig. Correlation Tolerance.405 a a a a. Predictors in the :,, b. Dependent Variable: Estimate of Gains Block Entry MLR - CCSEQ Example - Page 5