HD (94) Design and Statistics Summary

Description

Hey! I made this booklet to take in with me to the open book exam for PSYU2248 at Macquarie (MQ) University. It is a clear, concise summary of all the important content, formulas, and STATA instructions. I received a mark of 94 for this subject. My grades across all subjects average within the top 1% of my cohort and my WAM is 90. The table of contents is as follows: Background Theory 2 Correlation: Pearson’s Product Moment (r) 4 Performing Correlation in STATA 5 Simple Regression 5 Performing Simple Regression in STATA 6 RVF Plots 7 Multiple Regression 8 Performing Multiple Regression with STATA 8 Test of Tolerance 10 Identifying Outliers 10 T-Tests 11 Perform T-Test with STATA 11 Effect Sizes 12 Cohen’s D (d) 12 r-Squared (r2) 12 Omega-Squared (ω2) 12 Eta-Squared (η2) 12 Partial Eta-Squared (Partial η2) 13 One-Way ANOVA 13 Performing an ANOVA by Hand 14 Performing One-Way ANOVA in STATA 14 One-Way ANOVA Linear Contrasts 15 Bonferroni Correction (Planned Comparisons) 16 Scheffe (Post-Hoc) 16 Tukey’s Honestly Significant Difference (Post-Hoc) 16 Performing Linear Contrasts by Hand 17 Perform Linear Contrasts in STATA 17 Factorial ANOVA 18 Perform Factorial ANOVA by Hand 18 Secondary Analyses by Hand 19 Simple Effects 19 Post Hoc 20 Contrasts 20 Perform Factorial ANOVA in STATA 21 Secondary Analyses with STATA 21 Simple Effects 21 Post Hoc 22 Dummy Coding 22 Non-Parametric Analyses 23 Chi-Square Goodness of Fit 23 Chi-Square Test for Independence 24 Spearman’s Correlation 25 Mann-Whitney U 25 Kruskal-Wallis 26 Dunn Test 27 Misc. 27 STATA Command Summary 29