Worked Examples in R
Worked examples of statistical modelling, machine learning and psychometrics in R.
| Topic | Tutorial |
|---|---|
| Machine learning | Regression and Classification Trees |
| Machine learning | Linear Discriminant Analysis |
| Machine learning | Regularized Regression: Ridge, Heteroscedastic Ridge, Lasso, and Elastic Net |
| Machine learning | MNIST in Keras |
| Psychometrics | Measurement Invariance |
| Psychometrics | Multitrait Multimethod |
| Psychometrics | Thurstonian IRT Example |
| Psychometrics | Βαθμολόγηση Thurstonian IRT — Θεωρία και Εφαρμογή |
| Adaptive testing | CAT Simulation |
| Adaptive testing | Multistage Testing (MST) |
| Statistics | A Gallery of Statistical Paradoxes |
| Statistics | Generalized Linear Models |