Statistical Tests Without the Stress | How to Choose the Right Test for Your Research

This workshop, “Statistical Tests without the Stress: Choose the Right Test for Your Research Success,” walks through how to select the appropriate statistical test based on your research question, data type, and assumptions.

The session includes a step-by-step demonstration in R using built-in datasets, along with guidance on interpreting results and understanding when to use parametric vs. nonparametric tests.

Topics covered:

One-sample, independent, and paired t-tests
One-way ANOVA and post hoc tests
Chi-square and Fisher’s exact test
Correlation and simple linear regression
Nonparametric alternatives (Mann-Whitney, Wilcoxon, Kruskal-Wallis, Spearman)
Assumption checks (normality, equal variance)

This workshop was hosted by the ETSU Statistical Consulting Lab.

Видео Statistical Tests Without the Stress | How to Choose the Right Test for Your Research канала Statistical Consulting Lab ETSU