Negative binomial regression / (Record no. 43472)

MARC details
000 -LEADER
fixed length control field 02336pam a2200277 a 4500
003 - CONTROL NUMBER IDENTIFIER
control field NhCcYBP
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240906143522.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 101202s2011 enka b 001 0 eng
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780521198158 (hardback)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 0521198151 (hardback)
041 ## - LANGUAGE CODE
Language English
042 ## - AUTHENTICATION CODE
Authentication code pcc
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.24
Item number HIL
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (OCLC)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) QA161
Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) Bin.Hi 2011
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Hilbe, Joseph.
245 10 - TITLE STATEMENT
Title Negative binomial regression /
Statement of responsibility, etc Joseph M. Hilbe.
250 ## - EDITION STATEMENT
Edition statement 2nd ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Cambridge, UK ;
-- New York :
Name of publisher, distributor, etc Cambridge University Press,
Date of publication, distribution, etc 2011.
300 ## - PHYSICAL DESCRIPTION
Extent xviii, 553 p. :
Other physical details ill. ;
Dimensions 24 cm.
505 ## - FORMATTED CONTENTS NOTE
Title The concept of risk<br/>Overview of count response models<br/>Methods of estimation<br/>Assessment of count models<br/>Poisson regression<br/>Overdispersion<br/>Negative binomial regression<br/>Negative binomial regression: modeling<br/>Alternative variance parameterizations<br/>Problems with zero counts<br/>Censored and truncated count models<br/>Handling endogeneity and latent class models<br/>Count panel models<br/>Bayesian negative binomial models<br/>Appendix A. Constructing and interpreting interactions terms<br/>Appendix B. Data sets, commands, functions
520 ## - SUMMARY, ETC.
Summary, etc "This second edition of Hilbe's Negative Binomial Regression is a substantial enhancement to the popular first edition. The only text devoted entirely to the negative binomial model and its many variations, nearly every model discussed in the literature is addressed. The theoretical and distributional background of each model is discussed, together with examples of their construction, application, interpretation, and evaluation. Complete Stata and R code are provided throughout the text, with additional code (plus SAS), derivations, and data provided on the book's website. Written for the practicing researcher, the text begins with an examination of risk and rate ratios, and of the estimating algorithms used to model count data. The book then gives an in-depth analysis of Poisson regression and an evaluation of the meaning and nature of overdispersion, followed by a comprehensive analysis of the negative binomial distribution and of its parameterizations into various models for evaluating count data"--
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Negative binomial distribution.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Poisson algebras.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type General Books
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Location Shelving location Date of Cataloging Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification     Non-fiction CUTN Central Library CUTN Central Library Sciences 06/09/2024   519.24 HIL 49476 06/09/2024 06/09/2024 General Books

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