| | |
| Introduction to formulae | Video | Webpage |
| Sample variance | Sample variance video | |
| Why we divide by (n-1) | Why we divide by (n-1) | |
| | |
| Calculating confidence intervals for the mean | Video | Stat Book webpage |
| | |
| Relative risk and Odds ratios | Video | MASH Resource |
| | |
| Introduction to correlation | Correlation - the basic idea Pearson's correlation coefficient | JMP webpage Exercises |
| Different measures of correlation | | Measures of correlation |
| Pearson's Correlation | | Webpage |
| Spearman's Correlation | | Webpage |
| | |
| Introduction to Simple Linear Regression | Stat Trek video | Webpage Exercises |
| Making predictions | Video | Making predictions |
| Multiple Regression | Video | Webpage - Simple vs multiple LInear Regression |
| Logistic Regression | Video | Written Resource |
| | |
| Principles of hypothesis testing | Hypotheses and Hypothesis tests P-Values simply explained | MASH Webpage |
| Choosing a Hypothesis test | Video | MASH Webpage |
| | |
| Power analysis | StatQuest video | Introduction Exercise |
| Sample size calculations | | Basic principles Power Based Sample Size Calculations An Introductin to Sample Size Calculations |
| Type I and Type II errors | Introduction | MASH Webpage |
| Cohen d (effect size) | Calculating Cohen's d | |
| | |
| Paired vs unpaired data | Paired and independent samples | |
| One-Sample T-test | | |
| T-tests (paired) | T-test in paired samples | JMP webpage Paired t-tests booklet (PDF, XKB) |
| T-tests (unpaired) | T-test in unpaired samples | Laerd Statistics webpage Booklet |
| Chi-squared test | Video | Stat Book exercise Chi-square test |
| Fisher's exact test | Video | Fisher’s Exact test (Word, XKB) |
| Mann-Whitney U test | Video | Booklet |
| Kruskall-Wallis test | Video | |
| Test of two proportions | Video | Webpage |
| Testing for Normality | Video | Webpage |
| Wilcoxon sign rank test | Video | Webpage |
| | |
| Introducting ANOVA | Understanding ANOVA | MASH booklet (PDF, XKB) |
| ANOVA - Post Hoc tests | Video | MASH booklet (PDF, XKB) |
| One Way ANOVA | Introducing ANOVA | Lecture Notes |
| Repeated Measures ANOVA | Video | Laerd Statistics Webpage |
| Two-way ANOVA | Without Repeated Measures With Repeated Measures | Notes |
| Mixed ANOVA | Video | Laerd Statistics Webpage |
