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Library,Documentation and Information Science Division

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borderland which separates the known from the unknown”

-P.C.Mahalanobis


Generalized linear models for categorical and continuous limited dependent variables / (Record no. 415996)

000 -LEADER
fixed length control field 02576cam a2200301 i 4500
001 - CONTROL NUMBER
control field 17771024
003 - CONTROL NUMBER IDENTIFIER
control field ISI Library, Kolkata
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20150203121921.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 130610s2013 flu b 001 0 eng
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781466551732 (hardback)
040 ## - CATALOGING SOURCE
Original cataloging agency ISI Library
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 511.326
Edition number 23
Item number Sm664
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Smithson, Michael.
245 10 - TITLE STATEMENT
Title Generalized linear models for categorical and continuous limited dependent variables /
Statement of responsibility, etc Michael Smithson and Edgar C. Merkle.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Boca Raton :
Name of publisher, distributor, etc CRC Press,
Date of publication, distribution, etc c2014.
300 ## - PHYSICAL DESCRIPTION
Extent xxiii, 284 p. :
Other physical details ill. ;
Dimensions 24 cm.
490 0# - SERIES STATEMENT
Series statement Chapman & Hall/CRC statistics in the social and behavioral sciences series
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references (pages 261-274) and indexes.
505 ## - FORMATTED CONTENTS NOTE
Formatted contents note 1. Introduction and overview--<br/>I. Discrete variables<br/>2. Binary variables--<br/>3. Nominal polytomous variables--<br/>4. Ordinal categorical variables--<br/>5. Count variables--<br/><br/>II Continuous variables<br/>6. Doubly bounded continuous variables--<br/>7. Censoring and truncation--<br/>8. Extensions--<br/><br/>References--<br/>Author index--<br/>Subject index.<br/>
520 ## - SUMMARY, ETC.
Summary, etc "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. "--
520 ## - SUMMARY, ETC.
Summary, etc "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"--
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Variables (Mathematics).
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Linear models (Statistics).
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical constants.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element MATHEMATICS / Probability & Statistics / General.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Merkle, Edgar C.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Books
Holdings
Lost status Not for loan Permanent Location Current Location Date acquired Cost, normal purchase price Full call number Accession Number Koha item type
    ISI Library, Kolkata ISI Library, Kolkata 2014-12-24 5244.15 511.326 Sm664 135465 Books
Library, Documentation and Information Science Division, Indian Statistical Institute, 203 B T Road, Kolkata 700108, INDIA
Phone no. 91-33-2575 2100, Fax no. 91-33-2578 1412, ksatpathy@isical.ac.in


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