Scripts developed in R for advanced statistical modeling, focusing on applications within health, behavioral, and social sciences.
This collection of R scripts and analyses covers several key statistical models:
| Model Type | Focus | Key Files |
|---|---|---|
| Generalized Linear Models (GLM) | Logistic and Multinomial Logistic Regression for modeling binary and categorical outcomes. | 5._Regresión_logística.R |
| Hierarchical Models | Mixed-Effects Models and Multilevel Models for analyzing nested data structures (e.g., repeated measures, organizational data). | T3_Modelos_mixtos.R, T4_Modelos_multinivel.R |
| Survival Analysis | Techniques for modeling time-to-event data. | T8._Análisis_de_supervivencia.R |
- Language: R
- Environment: RStudio