Free download and read ebooks online Regression And Other Stories by Andrew Gelman, Jennifer Hill, Aki Vehtari full book PDF ePUB Audiobook. Download a free ebooks and kindle audiobook Regression And Other Stories with ISBN id 9781107676510 full page with book summary. Andrew Gelman book PDF ePUB of Regression And Other Stories published by Cambridge University Press in 2020-07-23. Regression and Other Stories released with category Mathematics with total 560 pages.
Regression And Other Stories by Andrew Gelman free pdf book
Most textbooks on regression focus on theory and the simplest of examples. Real statistical problems, however, are complex and subtle. This is not a book about the theory of regression. It is about using regression to solve real problems of comparison, estimation, prediction, and causal inference. Unlike other books, it focuses on practical issues such as sample size and missing data and a wide range of goals and techniques. 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. Graphics and presentation aid understanding of the models and model fitting.
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