Regression Models
24 January 2019
A collection of study information in regression models.
- [Book] Regression Models for Data Science in R
- [Book] Advanced Linear Models for Data Science
- [Book] Linear models in statistics
- [Book] Generalized Linear Models
- [Book] Beyond Multiple Linear Regression
- [Website] How to prepare data: R regression example
- [Website] How to prepare data: R classification example
- [Website] How to prepare data: R unsupervised example
- [Website] How to prepare data: R multinomial classification example
- [Website] R: vtreat is a data.frame processor/conditioner that prepares real-world data for supervised machine learning or predictive modeling in a statistically sound manner.
- [Website] GLM tips: get non-linear with splines
- [Website] bamlss: A Lego Toolbox for Flexible Bayesian Regression *