Projects I've done during the 'Semiparametric regression' course conducted by Jaroslaw Harezlak, PhD at the Faculty of Mathematics and Computer Science, University of Wrocław.
- Introduction to semiparametric regression.
- Linear regression methods review.
- Introduction to smoothing.
- Linear mixed models.
- Smoothing parameter selection.
- Linear mixed models and reml.
- Confidence intervals, confidence bands and hypothesis testing.
- Simple semiparametric models.
- Additive models.
- Semiparametric mixed models.
- Interaction models.
- Introduction to generalized linear models (GLM).
- Generalized additive models.
- Bivariate and spatial smoothing.
- Measurement error models.
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.