Index of Methods

 

Descriptive Statistics and Displays

Contingency Tables

Frequency Tables

Grouped Histograms

Histograms

Numeric Descriptives

Scatterplots

 

Categorical Inferential Tests

Binomial Test

Chi-Square Goodness of Fit Test

Chi-Square Test of Independence

Logistic Regression

 

Numeric Inferential Tests

ANOVA, One-way

ANOVA, Multi-factor

ANOVA, Repeated Measures

General Linear Models

Kruskal-Wallis Test

Mann-Whitney U-Test

Pearson Correlation and Linear Regression

t-Test, One-Sample

t-Test, Paired

t-Test, Independent

Sign Test

Spearman’s Rank Correlation

 

Statistical Test Assumptions

Assessing Normality

Independent Observations Assumption

Outliers

Random Samples Assumption

 

Informational Pages

RStudio Basics

Degrees of Freedom

Excel Data Analysis Toolpak

Variable Types