What is ANOVA?
- Video: ANOVA Introduction to Analysis and Variance
- Textbook: A quick introduction to Statistical Analysis
ANOVA Post-hoc tests
One-way ANOVA
- Video: ANOVA variance simply explained
- Web notes on ANOVA Explained: How to compare differences of means
Repeated Measures ANOVA
Two-way ANOVA
Three-way (Factorial) ANOVA
- Video: ANOVA Multi-factor analysis in SPSS
- How to Conduct and Interpret a Factorial ANOVA? A quick guide
Three-way Repeated Measures ANOVA
Three-way Mixed ANOVA
- Video: Mixed ANOVA explained
- Web notes: Two-way repeated measures ANOVA using SPSS Statistics
- Video: Bayesian Statistics - A Beginner's Guide
- Web notes: Introduction to Bayesian Statistics
Structural Equation Modelling (SEM)
- Video: SEM - Structural Equations Modelling
- Web notes: The four models you meet in structural equation modeling
Principal Component Analysis (PCA)
Linear and Multiple Linear Regression
Hierarchical multiple regression
Logistic Regression
Ordinal Regression
Cohen's Kappa
- Video: Inter-Rater-Reliability (Cohen's Kappa)
- Web notes: Cohen's Kappa Statistic - Definition and Example - Statology
Fleiss' Kappa
- Video: Kappa Value Calculation | Reliability
- Notes and video demo: Fleiss Kappa - Simply explained - DATAtab
Weighted Kappa
- Video: Weighted Cohen's Kappa
- Notes and video demo: Weighted Cohen's Kappa Simply explained - DATAtab
Introduction to Survival Analysis
- Video: Survival Analysis for Clinical Trials Simply Explained
- Notes: Stats Tutor Survival Analysis Step-by-Step
Kaplan Meier Curves and Estimates
- Video: Kaplan-Meier Curve Simply Explained
- Notes and instructions: Practical Guide to understanding the Kaplan-Meier Curves
Transforming Data
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