Goa University

Modeling count data (Record no. 120445)

MARC details
000 -LEADER
fixed length control field 02301cam a2200313 i 4500
001 - CONTROL NUMBER
control field 18194001
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20160518150143.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 140619s2014 nyua b 001 0 eng
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2014021778
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781107611252 (pb)
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Transcribing agency DLC
Description conventions rda
Modifying agency DLC
042 ## - AUTHENTICATION CODE
Authentication code pcc
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA278
Item number .H56 2014
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.535 HIL/Mod
Edition number 23
084 ## - OTHER CLASSIFICATION NUMBER
Classification number MAT029000
Source of number bisacsh
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Hilbe, Joseph M.
245 10 - TITLE STATEMENT
Title Modeling count data
Statement of responsibility, etc Joseph M. Hilbe, Arizona State University and Jet Propulsion Laboratory, California Institute of Technology.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Delhi:
Name of publisher, distributor, etc Cambridge University Press;
Date of publication, distribution, etc 2014
300 ## - PHYSICAL DESCRIPTION
Extent xv, 283 pages :
Other physical details illustrations ;
Dimensions 25 cm
500 ## - GENERAL NOTE
General note Includes bibliographical references and index.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note Machine generated contents note: Preface; 1. Varieties of count data; 2. Poisson regression; 3. Testing overdispersion; 4. Assessment of fit; 5. Negative binomial regression; 6. Poisson inverse Gaussian regression; 7. Problems with zeros; 8. Modeling under-dispersed count data - generalized Poisson; 9. Complex data: more advanced models; Appendix A: SAS code; References; Index.
520 ## - SUMMARY, ETC.
Summary, etc "This entry-level text offers clear and concise guidelines on how to select, construct, interpret, and evaluate count data. Written for researchers with little or no background in advanced statistics, the book presents treatments of all major models using numerous tables, insets, and detailed modeling suggestions. It begins by demonstrating the fundamentals of linear regression and works up to an analysis of the Poisson and negative binomial models, and to the problem of overdispersion. Examples in Stata, R, and SAS code enable readers to adapt models for their own purposes, making the text an ideal resource for researchers working in public health, ecology, econometrics, transportation, and other related fields"--
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Multivariate analysis.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Statistics.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Linear models (Statistics)
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element MATHEMATICS / Probability & Statistics / General.
Source of heading or term bisacsh
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN)
a 7
b cbc
c orignew
d 1
e ecip
f 20
g y-gencatlg
955 ## - COPY-LEVEL INFORMATION (RLIN)
Book number/undivided call number, CCAL (RLIN) rm15 2014-06-19
Copy information and material description, CCAL + MDES (RLIN) rm15 2014-06-19 ONIX
Copy status, CST (RLIN) rm15 2014-06-19 (telework)
Classification number, CCAL (RLIN) rm15 2014-07-08 to Dewey
-- rl00 2014-09-29 to SMA
-- xn08 2014-09-29 1 copy rec'd., to CIP ver.
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
Koha normalized classification for sorting 519_535000000000000_HILMOD
Koha itemnumber 157038
Holdings
Withdrawn status Lost status Damaged status Not for loan Home library Current library Shelving location Date acquired Total Checkouts Total Renewals Full call number Barcode Date last seen Date last borrowed Price effective from Koha item type
        Goa University Library Goa University Library General Stacks 05/18/2016 1 1 519.535 HIL/Mod 161296 03/15/2017 02/06/2017 05/18/2016 Books

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