Regression and Other Stories
Regression and Other Stories is an English-language statistics book focused on practical regression modelling for real and complex data problems. It emphasises comparison, estimation, prediction and causal reasoning through applied statistical analysis.
The book uses computational methods, including R and Stan, and covers topics such as missing data, logistic regression and generalized linear models. It is suitable for students and researchers who want to apply regression rather than study it only abstractly.
Study information
- Language: English
- Level: HBO / WO / research
- Fields: Regression, statistics and data analysis
- ISBN: 9781107676510