Regression and Other Stories by Andrew Gelman (English) Paperback Book

Regression and Other Stories by Andrew Gelman, Jennifer Hill, Aki Vehtari

Estimated delivery 3-12 business days

Format Paperback

Condition Brand New

Description Real statistical problems are complex and subtle. This text is about using regression to solve real problems of comparison, estimation, prediction, and causal inference, based on real stories from the authors' experience. It offers practical advice for understanding assumptions and implementing methods through graphics and computing in R and Stan.

Publisher Description

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.

Author Biography

The authors are experienced researchers who have published articles in hundreds of different scientific journals in fields including statistics, computer science, policy, public health, political science, economics, sociology, and engineering. They have also published articles in the Washington Post, New York Times, Slate, and other public venues. Their previous books include Bayesian Data Analysis, Teaching Statistics: A Bag of Tricks, and Data Analysis and Regression Using Multilevel/Hierarchical Models. Andrew Gelman is Higgins Professor of Statistics and Professor of Political Science at Columbia University. Jennifer Hill is Professor of Applied Statistics at New York University. Aki Vehtari is Associate Professor in Computational Probabilistic Modeling at Aalto University, Finland.

Details ISBN 1107676517 ISBN-13 9781107676510 Title Regression and Other Stories Author Andrew Gelman, Jennifer Hill, Aki Vehtari Format Paperback Year 2020 Pages 548 Publisher Cambridge University Press GE_Item_ID:129190973; About Us

Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you're bound to find what you want, at a price you'll love!

Shipping & Delivery Times

Shipping is FREE to any address in USA.

Please view eBay estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated.

International deliveries will take 1-6 weeks.

NOTE: We are unable to offer combined shipping for multiple items purchased. This is because our items are shipped from different locations.

Returns

If you wish to return an item, please consult our Returns Policy as below:

Please contact Customer Services and request "Return Authorisation" before you send your item back to us. Unauthorised returns will not be accepted.

Returns must be postmarked within 4 business days of authorisation and must be in resellable condition.

Returns are shipped at the customer's risk. We cannot take responsibility for items which are lost or damaged in transit.

For purchases where a shipping charge was paid, there will be no refund of the original shipping charge.

Additional Questions

If you have any questions please feel free to Contact Us.

Categories Baby Books Electronics Fashion Games Health & Beauty Home, Garden & Pets Movies Music Sports & Outdoors Toys