All scripts/projects I've done during the 'Statistical laboratory 2' course conducted by Piotr Sobczyk, PhD at the Faculty of Mathematics and Computer Science, (University of Wrocław).
- Nonlinear regression, scalling.
- Multinomial regression.
- Diagnostics of regression models.
- Examination of multicollinearity beetween terms, variance inflation factor.
- Interactions beetween features.
- Sub-model choice - AIC, BIC, Cp-Mallows criterions.
- Ridge and Lasso.
- Time series analysis.
We used R during the course.
Distributed under the GNU GPLv3 license. See LICENSE for more information.
I believe any contributions to this project do not make sense, however feel free to use my code.