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- Regression and Other Stories
Regression and Other Stories
Andrew Gelman, Jennifer Hill, Aki VehtariHow much do you like this book?
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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.
Categories:
Year:
2020
Edition:
1
Publisher:
Cambridge University Press
Language:
english
Pages:
548
ISBN 10:
110702398X
ISBN 13:
9781107023987
File:
PDF, 6.09 MB
Your tags:
IPFS:
CID , CID Blake2b
english, 2020
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