Additional topics in statistics
Here you will find further topics in statistics that are not covered in the First Steps and Next Steps pages. If there are topics missing that you would like to see included, using the link at the bottom of the page.
THIS PAGE IS UNDER CONSTRUCTION. MORE RESOURCES COMING SOON
On
For information on how to undertake a particular analysis using statistical software, see the relevant resource page. We are constantly working to improve and add to these resources. If you have any suggestions or feedback, let us know.
| Video | Written Resource | |
|---|---|---|
ANOVA etc |
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| 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 | Notes | |
| Factorial (three-way) ANOVA | Video | Textbook chapter |
| Three-way repeated measures ANOVA | Video | Webpage |
| Three-way mixed ANOVA | Video | Lecture Notes |
| Mixed ANOVA | Video | Laerd Statistics Webpage |
| One-way MANOVA | Resources coming soon | Webpage |
| Two-way MANOVA | Video | Webpage |
| One-way MANCOVA | Video | Webpage |
| One-way ANCOVA | Video | Webpage |
| Two-way ANCOVA | Video | Webpage |
| Hotelling's T-squared | Video | Webpage |
Bayesian Statistics |
||
|
Introduction |
Video | Stats Tutor Resource |
Factor Analysis |
||
| Factor Analysis | Video | Webpage |
| Structural Equation Modelling (SEM) | Video | Webpage |
| Principal Component Analysis (PCA) | Video | Webpage |
Hypothesis Tests |
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| Mann-Whitney U test | Video | Booklet |
| Kruskall-Wallis test | Resources coming soon | |
| Johnckheere-Terpstra test | Webpage | |
| Friedman test | Video | Webpage |
| McNemar's test | Resources coming soon | |
| Cochran's Q test | Video | Webpage |
| Sign test | Video | Webpage |
| Test of two proportions | Resources coming soon | |
| Testing for Normality | Video | Webpage |
| Wilcoxon sign rank test | ||
Measures of Association |
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| Pearson's Correlation | Resources coming soon | |
| Pearson's Partial Correlation | Resources coming soon | |
| Spearman's Correlation | Resources coming soon | |
| Kendall's tau | Resources coming soon | |
| Goodman and Kruskal's Gamma | Resources coming soon | |
| Somers' d | Resources coming soon | |
| Mantel-Haenszel test of trend | Resources coming soon | |
| Cochran-Armitage test of trend | Resources coming soon | |
Diagnostic tests |
||
| Diagnostic Tests | Video | Stats Tutor Resource |
Regression |
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| Multiple Regression | Video | |
| Hierarchical multiple regression | Video | Written Resource |
| Logistic Regression | Video | Written Resource |
| Ordinal Regression | Video | Written Resource |
Reliability |
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| Realiability | Guide (with animal behaviour as an example) | |
| Cronbach's Alpha | Video | Written Resource |
| Cohen's Kappa | Video | Written Resource |
| Fleiss' Kappa | Resources coming soon | |
| Weighted Kappa | Resources coming soon | |
| Kendall's W | Resources coming soon | |
Survival Analysis |
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| Introduction | Resources coming soon | Stats Tutor Resource |
| Kaplan Meier | Resources coming soon | |
Transforming Data |
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| Transforming data | Resources coming soon | MASH booklet (PDF, XKB) |
Book a 1:1 appointment or workshop
Would you like to explore a maths or stats topic in greater depth? Why not book a 1:1 with an advisor or a workshop (current students only).