Handbook of regression analysis / Samprit Chatterjee, Jeffrey S. Simonoff.

Format:

Book

Author/Creator:

Chatterjee, Samprit, 1938-

Contributor:

Simonoff, Jeffrey S.

Series:

Wiley Handbooks in Applied Statistics

Language:

English

Subjects (All):

Regression analysis--Handbooks, manuals, etc.

Regression analysis.

Physical Description:

1 online resource (252 p.)

Edition:

1st ed.

Place of Publication:

Hoboken, New Jersey : Wiley, c2013.

Language Note:

English

Summary:

"Written by an established expert in the field, the purpose of this handbook is to provide a practical, one-stop reference on regression analysis. The focus is on the tools that both practitioners and researchers use in real life. It is intended to be a comprehensive collection of the theory, methods, and applications of the subject matter, but it is deliberately written at an accessible level. The handbook will provide a quick and convenient reference or "refresher" on ideas and methods that are useful for the accurate analysis of data and its resulting interpretations. Students can use the book as an introduction to and/or summary of key concepts in regression and related course work (such as linear, nonlinear, and nonparametric regressions). Plentiful references are supplied for the more motivated readers. Theory is presented when necessary, and always supplemented by hands-on examples. Software routines are available via an author-maintained web site"-- Provided by publisher.

Contents:

pt. 1. The multiple linear regression model

pt. 2. Addressing violations of assumptions

pt. 3. Categorical predictors

pt. 4. Other regression models.

Notes:

Description based upon print version of record.

Includes bibliographical references (p. 227-230) and index.

ISBN:

9781118532836

111853283X

9781118532843

1118532848

9781118532812

1118532813

OCLC:

818466573