Method/ test selection used

Description

Examples

t-Tests

Compares means between groups

Impact of treatment

ANOVA

Differences groups

Comparing drug dosages, diet studies

Linear Regression

Frameworks linear relationships

Predicting continuous output

Logistic Regression

Frameworks binary

Disease prediction

Mixed-Effects Frameworks

Analyzes hierarchical

Longitudinal case studies

Bayesian Inference

Beliefs using the normal distribution

Estimating infection rates