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Samprit Chatterjee Jeffrey Handbook of Regression Analysis With Appli (Hardback)

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Item specifics

Condition
Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab
Book Title
Handbook of Regression Analysis With Applications in R
Title
Handbook of Regression Analysis With Applications in R
EAN
9781119392378
ISBN
9781119392378
Genre
Science Nature & Math
Release Year
2020
Release Date
02/10/2020
Country/Region of Manufacture
US
Item Length
168mm
Series
Wiley Series in Probability and Statistics

About this product

Product Information

Handbook and reference guide for students and practitioners of statistical regression-based analyses in R Handbook of Regression Analysis with Applications in R, Second Edition is a comprehensive and up-to-date guide to conducting complex regressions in the R statistical programming language. The authors' thorough treatment of classical regression analysis in the first edition is complemented here by their discussion of more advanced topics including time-to-event survival data and longitudinal and clustered data. The book further pays particular attention to methods that have become prominent in the last few decades as increasingly large data sets have made new techniques and applications possible. These include: Regularization methods Smoothing methods Tree-based methods In the new edition of the Handbook, the data analyst's toolkit is explored and expanded. Examples are drawn from a wide variety of real-life applications and data sets. All the utilized R code and data are available via an author-maintained website. Of interest to undergraduate and graduate students taking courses in statistics and regression, the Handbook of Regression Analysis will also be invaluable to practicing data scientists and statisticians.

Product Identifiers

Publisher
John Wiley and Sons Ltd
ISBN-13
9781119392378
eBay Product ID (ePID)
6046453574

Product Key Features

Number of Pages
384 Pages
Language
English
Publication Name
Handbook of Regression Analysis with Applications in R
Publication Year
2020
Subject
Mathematics
Type
Textbook
Author
Samprit Chatterjee, Jeffrey S. Simonoff
Format
Hardcover

Dimensions

Item Height
241 mm
Item Weight
726 g
Item Width
168 mm

Additional Product Features

Country/Region of Manufacture
United States
Title_Author
Jeffrey S. Simonoff, Samprit Chatterjee
Series Title
Wiley Series in Probability and Statistics

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