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.
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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,
| Video | Written Resource | |
|---|---|---|
ANOVA etc |
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| Introducting ANOVA | MASH booklet (PDF, XKB) | |
| ANOVA - Post Hoc tests | MASH booklet (PDF, XKB) | |
| One Way ANOVA | ||
| Repeated Measures ANOVA | ||
| Two-way ANOVA | ||
| Factorial (three-way) ANOVA | ||
| Three-way repeated measures ANOVA | ||
| Three-way mixed ANOVA | ||
| Mixed ANOVA | ||
| One-way MANOVA | ||
| Two-way MANOVA | ||
| One-way MANCOVA | ||
| One-way ANCOVA | ||
| Two-way ANCOVA | ||
| Hotelling's T-squared | ||
Bayesian Statistics |
||
|
Introduction |
Stats Tutor Resource | |
Factor Analysis |
||
| Factor Analysis | ||
| Structural Equation Modelling (SEM) | ||
| Principal Component Analysis (PCA) | ||
Hypothesis Tests |
||
| Mann-Whitney U test | Booklet | |
| Kruskall-Wallis test | ||
| Johnckheere-Terpstra test | ||
| Friedman test | ||
| McNemar's test | ||
| Cochran's Q test | ||
| Sign test | ||
| Test of two proportions | ||
| Testing for Normality | ||
| Wilcoxon sign rank test | ||
Measures of Association |
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| Pearson's Correlation | ||
| Pearson's Partial Correlation | ||
| Spearman's Correlation | ||
| Kendall's tau | ||
Diagnostic tests |
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| Diagnostic Tests | Stats Tutor Resource | |
Regression |
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| Multiple Regression | ||
| Hierarchical multiple regression | ||
| Logistic Regression | ||
| Ordinal Regression | ||
Reliability |
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| Realiability | Guide (with animal behaviour as an example) | |
| Cronbach's Alpha | ||
| Cohen's Kappa | ||
| Fleiss' Kappa | ||
| Weighted Kappa | ||
| Kendall's W | ||
Survival Analysis |
||
| Introduction | Stats Tutor Resource | |
| Kaplan Meier | ||
Transforming Data |
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| Transforming data | 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).