Handbook of regression methods (Record no. 209600)

000 -LEADER
fixed length control field a
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 180626b2018 ||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781498775298
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.536
Item number Y6H2
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Young, Derek S.
9 (RLIN) 366335
245 ## - TITLE STATEMENT
Title Handbook of regression methods
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc CRC Press
Date of publication, distribution, etc 2017
Place of publication, distribution, etc Boca Raton
300 ## - PHYSICAL DESCRIPTION
Extent xvi, 637 p.
520 ## - SUMMARY, ETC.
Summary, etc Features

Provides a comprehensive survey of standard and many non-standard regression topics
Has at least one data example for each topic discussed
Provides direct formulas and application of regression methods with minimal emphasis on the underlying
mathematical details
Provides R code for all of the examples

Summary

Handbook of Regression Methods concisely covers numerous traditional, contemporary, and nonstandard regression methods. The handbook provides a broad overview of regression models, diagnostic procedures, and inference procedures, with emphasis on how these methods are applied. The organization of the handbook benefits both practitioners and researchers, who seek either to obtain a quick understanding of regression methods for specialized problems or to expand their own breadth of knowledge of regression topics.

This handbook covers classic material about simple linear regression and multiple linear regression, including assumptions, effective visualizations, and inference procedures. It presents an overview of advanced diagnostic tests, remedial strategies, and model selection procedures. Finally, many chapters are devoted to a diverse range of topics, including censored regression, nonlinear regression, generalized linear models, and semiparametric regression.

Features

Presents a concise overview of a wide range of regression topics not usually covered in a single text

Includes over 80 examples using nearly 70 real datasets, with results obtained using R

Offers a Shiny app containing all examples, thus allowing access to the source code and the ability to interact with the analyses

https://www.crcpress.com/Handbook-of-Regression-Methods/Young/p/book/9781498775298
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Multivariate analysis
9 (RLIN) 366336
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Regression analysis
9 (RLIN) 366337
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Multivariate Analyse
9 (RLIN) 366338
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Permanent location Current location Shelving location Date acquired Source of acquisition Cost, normal purchase price Item location Total Checkouts Total Renewals Full call number Barcode Date last seen Date last borrowed Cost, replacement price Koha item type
          Non-fiction Vikram Sarabhai Library Vikram Sarabhai Library General Stacks 2018-06-29 12 6.00 Slot 1428 (0 Floor, East Wing) 1 1 519.536 Y6H2 197176 2019-01-21 2018-08-20 8740.00 Books

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