T-test (types)
Analysis of Variance (ANOVA): One way ANOVA, Two way ANOVA
Repeated Measure ANOVA
Mixed ANOVA
Analysis of Covariance (ANCOVA)
Multivariate Analyses of Variance (MANOVA)in practice
Multivariate analyses of Co-variance (MANCOVA)
Purpose and assumptions of each type of regression, i.e., multiple and logistics regressions
Types:
Simple Regression
Multiple Regression
Hierarchal regression
Logistic Regression
Goodness of fit
Model Fit ind.
Reasons of poor fit
Improving poor fit using modification indices
SPSS, Data Entry
Specific Commands
Descriptive Tables & Graphs
Correlation
Statistical Techniques to Compare Groups
Regression Analysis: (Linear and Multiple)
Mediation Analysis
Moderation Analysis
Exploratory Factor Analyses
Structural Equation Modeling
Path Analysis
Confirmatory Factor Analyses (CFA)
Mediation Analysis Using Amos
Moderation Analysis Using Amo
SPSS for psychologists by 
Statistics in a nutshell: A desktop quick reference by 
Statistical inferences by 
Discovering Statistics using SPSS, 3rd ed by 
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