General Topics

• Introduction to Statistics and Research

• Statistical Software

• Statistical Methods Worksheets and Matrix

Descriptive Statistics

• Frequency Table (Descriptive Statistics for Categorical Variables)

• Arithmetic and Positional Descriptive Statistics (Descriptive Statistics for Interval-Ratio/Continuous Variables)

• ​Graphs

• Distributions, Probability, Inference

Bivariate Statistics 

• Contingency table / Crosstabulations

• T-tests and Z-tests

• One-way ANOVA (part of General Linear Model)

• Pearson's r

Regression Models

• General Linear Model (one-way ANOVA, OLS regression, regression diagnostics0​

• Binary Logistic Regressions

• Multivariate Regression Models Variables (Repeated Measures ANOVA, MANOVA)

• Advanced Regression Models (poisson, negative binomial, multilevel)