SPSS – Descriptive Statistics 





● Skewness 

● Kurtosis 
● Histogram and Frequency Table 

● Testing Distributions for Normality 
● Different Methods of Calculating Averages 

● Coefficient of Variation 
● Create zScores 

● Create TScores 
● Difference Between Percentages (Unpaired) 

● Difference Between Percentages (Paired) 
● Cronbach's Alpha 

● Percentile Scores 



SPSS – Mean Differences 





● OneSample ztest 

● OneSample ttest 
● Independent Samples ttest 

● Paired Samples ttest 
● OneWay ANOVA (BetweenGroups) 

● Oneway ANOVA (Repeated Measures) 
● MixedDesign ('SplitPlot') ANOVA 

● Levene's Test 
● Dealing with Unequal Variances/Samples 

● TwoWay ANOVA (BetweenGroups) 
● Linear Contrast Analysis 

● Analysis of Covariance (ANCOVA) 
● Multivariate Analysis of Variance (MANOVA) 

● ANOVA on Ratio Variables 
● ANOVA of Residuals vs ANCOVA 

● Twoway Repeated Measures ANOVA 
● Welch’s ttest 





SPSS – Correlation/Regression 





● Pearson Correlation 

● Spearman Correlation 
● Kendall's Tau 

● Confidence Intervals for Correlations 
● Partial Correlation 

● SemiPartial Correlation 
● 2 by 2 Contingency Table Analysis (ChiSquare) 

● 2 by 1 Contingency Table Analysis (ChiSquare) 
● McNemar Test 

● Cohen's Kappa 
● Streamlined Correlation Matrix 

● PointBiserial Correlation 
● Linear BiVariate Regression 

● Multiple Regression (Brief) 
● Multiple Regression (In Depth) 

● Hierarchical Multiple Regression 
● Interactions in Multiple Regression 

● Nonlinear (Curvilinear) Regression 
● Logistic Regression 

● Logistic Regression  Predicted Probabilities 
● Testing Heteroscedasticity Statistically 

● Heteroscedasticity Adjusted Standard Errors 
● Create Manuscript Ready Correlation Matrix 

● Test the difference between two beta coefficients 
● Average Correlation 





SPSS – Factor Analysis 





● Principal Components Analysis (PCA) 

● Factor Analysis 
● Parallel Analysis 





SPSS – NonParametrics 





● MannWhitney U Test 

● Wilcoxon Rank Sum Test 
● KruskalWallis Oneway 

● Jonckheere Trend Test 
● Median Test 





SPSS  Miscellaneous 





● How to Download Free Copy of SPSS 

● Basic Introduction to SPSS 
● Introduction to Syntax 

● Select Cases 
● Median Test 

● Split File 
● Create ID Variable (GUI & Syntax) 

● Value Labels 
● Transpose Data 

● Fit Output Table to One Page 
● Capital Asset Pricing Model Analysis 

● Little's MCAR Test 
● Missing Values: ExpectationMaximization 

