Regression and Other Stories
Regression and Other Stories Most textbooks on regression focus on theory and the simplest of examples. This is not a book about the theory of regression. Real statistical problems, however, are…
Specifikacia Regression and Other Stories
Regression and Other Stories
Most textbooks on regression focus on theory and the simplest of examples. This is not a book about the theory of regression. Real statistical problems, however, are complex and subtle.
Unlike other books, it focuses on practical issues such as sample size and missing data and a wide range of goals and techniques. It is about using regression to solve real problems of comparison, estimation, prediction, and causal inference. It jumps right in to methods and computer code you can use immediately.
Real examples, real stories from the authors' experience demonstrate what regression can do and its limitations, with practical advice for understanding assumptions and implementing methods for experiments and observational studies. They make a smooth transition to logistic regression and GLM. The emphasis is on computation in R and Stan rather than derivations, with code available online.
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