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Generalized linear models for catego...

Smithson, Michael.

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Generalized linear models for categorical and continuous limited dependent variables /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Generalized linear models for categorical and continuous limited dependent variables // Michael Smithson, Edgar C. Merkle.
Author:	Smithson, Michael.
other author:	Merkle, Edgar C.,
Published:	Boca Raton :CRC Press, : c2014.,
Description:	xxiii, 284 p. :ill. ;24 cm.
Subject:	Linear models (Statistics) -
ISBN:	1466551739

Generalized linear models for categorical and continuous limited dependent variables /
Smithson, Michael.

Generalized linear models for categorical and continuous limited dependent variables /Michael Smithson, Edgar C. Merkle. - Boca Raton :CRC Press,c2014. - xxiii, 284 p. :ill. ;24 cm. - Statistics in the social and behavioral sciences.

Includes bibliographical references and indexes.

"Designed for graduate students and researchers in the behavioral, social, health, and medical sciences, this text employs generalized linear models, including mixed models, for categorical and limited dependent variables. Categorical variables include both nominal and ordinal variables. Discrete or continuous limited dependent variables have restricted support, whether through censorship or truncation or by their nature. The book incorporates examples of truncated counts, censored continuous variables, and doubly bounded continuous variables, such as percentages. "--

ISBN: 1466551739GBP62.00

LCCN: 2013016237Subjects--Topical Terms:

533190
Linear models (Statistics)

LC Class. No.: QA279 / .S645 2014

Dewey Class. No.: 511.3/26

Generalized linear models for categorical and continuous limited dependent variables /
LDR:01972cam a2200217 a 4500 001 2012579
005 20140429124947.0
008 160811s2013 flua b 001 0 eng
010 $a 2013016237
020 $a 1466551739 $q (hbk.) : $c GBP62.00
020 $a 9781466551732 $q (hbk.)
040 $a DLC $b eng $c DLC $d DLC
042 $a pcc
050 0 0 $a QA279 $b .S645 2014
082 0 0 $a 511.3/26 $2 23
100 1 $a Smithson, Michael. $3 536909
245 1 0 $a Generalized linear models for categorical and continuous limited dependent variables / $c Michael Smithson, Edgar C. Merkle.
260 $a Boca Raton : $b CRC Press, $c c2014.
300 $a xxiii, 284 p. : $b ill. ; $c 24 cm.
490 0 $a Statistics in the social and behavioral sciences
504 $a Includes bibliographical references and indexes.
520 $a "Designed for graduate students and researchers in the behavioral, social, health, and medical sciences, this text employs generalized linear models, including mixed models, for categorical and limited dependent variables. Categorical variables include both nominal and ordinal variables. Discrete or continuous limited dependent variables have restricted support, whether through censorship or truncation or by their nature. The book incorporates examples of truncated counts, censored continuous variables, and doubly bounded continuous variables, such as percentages. "-- $c Provided by publisher.
520 $a "This book is devoted to dependent variables other than those for which linear regression is appropriate. The authors argue that such dependent variables are, if anything, more common throughout the human sciences than the kind that suit linear regression. Presenting a broader but unified coverage in which the authors attempt to integrate concepts and ideas shared across models and types of data broader but unified coverage in which we attempt to integrate the concepts and ideas shared across models and types of data, especially regarding conceptual links between discrete and continuous limited dependent variables"-- $c Provided by publisher.
650 0 $a Linear models (Statistics) $3 533190
650 0 $a Mathematical constants. $3 578742
650 0 $a Variables (Mathematics) $3 589032
700 1 $a Merkle, Edgar C., $d 1978- $3 2170813