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| Topic | |||
| R as a calculator | [ html | rmd ] | ||
| Summarizing and presenting data | [ html | rmd ] | ||
| Random variables and distributions | [ html | rmd ] | advanced | [ html | rmd ] |
| Sampling distributions | [ html | rmd ] | ||
| Confidence intervals | [ html | rmd ] | advanced | [ html | rmd ] |
| Hypothesis testing | [ html | rmd ] | advanced | [ html | rmd ] |
| Sample size and power calculations | [ html | rmd ] | advanced | [ html | rmd ] |
| Permutation and non-parametric tests | [ html | rmd ] | advanced | [ html | rmd ] |
| Confidence intervals for proportions | [ html | rmd ] | ||
| Maximum likelihood estimation | [ html | rmd ] | advanced | [ html | rmd ] |
| Goodness of fit | [ html | rmd ] | advanced | [ html | rmd ] |
| Contingency tables | [ html | rmd ] | ||
| Analysis of variance | [ html | rmd ] | advanced | [ html | rmd ] |
| Analysis of variance / multiple comparisons | [ html | rmd ] | advanced | [ html | rmd ] |
| Analysis of variance / model assumptions and diagnostics | [ html | rmd ] | advanced | [ html | rmd ] |
| Analysis of variance / non-parametric methods | [ html | rmd ] | advanced | [ html | rmd ] |
| Analysis of variance / nested models | [ html | rmd ] | advanced | [ html | rmd ] |
| Analysis of variance / two-way models | [ html | rmd ] | ||
| Correlation | [ html | rmd ] | ||
| Linear regression | [ html | rmd ] | advanced | [ html | rmd ] |
| Prediction and calibration | [ html | rmd ] | advanced | [ html | rmd ] |
| Regression and correlation | [ html | rmd ] | advanced | [ html | rmd ] |
| Multiple linear regression | [ html | rmd ] | advanced | [ html | rmd ] |
| Non-linear regression | [ html | rmd ] | advanced | [ html | rmd ] |
| Logistic regression | [ html | rmd ] | advanced | [ html | rmd ] |
| Survival analysis | [ html | rmd ] | ||
| Linear mixed effects / longitudinal data analysis | [ html | rmd ] | ||
| Linear mixed effects / analysis of variance | [ html | rmd ] | ||
| Multiple comparisons | [ html | rmd ] | advanced | [ html | rmd ] |
| Error propagation | [ html | rmd ] | ||
| Principal components analysis | [ html | rmd ] |