Multivariate statistical modelling based on generalized linear models / (Record no. 3744)

000 -LEADER
fixed length control field 03675cam a22004214a 4500
001 - CONTROL NUMBER
EWU control number 3744
003 - CONTROL NUMBER IDENTIFIER
control field BD-DhEWU
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20190220123601.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 001025s2001 nyua g b 001 0 eng d
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 00052275
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 0387951873 (alk. paper)
035 ## - SYSTEM CONTROL NUMBER
OCLC control number (OCoLC)45270370
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Transcribing agency DLC
Modifying agency DLC
-- BD-DhEWU
Language of cataloging eng
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA278
Item number .F34 2001
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.538
Author mark and Year FAM 2001
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Fahrmeir, L.
9 (RLIN) 19549
245 10 - TITLE STATEMENT
Title Multivariate statistical modelling based on generalized linear models /
Statement of responsibility, etc Ludwig Fahrmeir, Gerhard Tutz.
250 ## - EDITION STATEMENT
Edition statement 2nd ed. / with contributions from Wolfgang Hennevogl
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc New York :
Name of publisher, distributor, etc Springer,
Date of publication, distribution, etc c2001.
300 ## - PHYSICAL DESCRIPTION
Extent xxvi, 517 p. :
Other physical details ill. ;
Dimensions 23 cm.
440 #0 -
Title Springer series in statistics
-- 19481
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references (p. 467-504) and index.
505 ## - FORMATTED CONTENTS NOTE
Title Table of contents
Contents note 1. Introduction --<br/>2. Modelling and Analysis of Cross-Sectional Data: A Review of Univariate Generalized Linear Models --<br/>3. Models for Multicategorical Responses: Multivariate Extensions of Generalized Linear Models --<br/>4. Selecting and Checking Models --<br/>5. Semi- and Nonparametric Approaches to Regression Analysis --<br/>6. Fixed Parameter Models for Time Series and Longitudinal Data --<br/>7. Random Effects Models --<br/>8. State Space and Hidden Markov Models --<br/>9. Survival Models --<br/>A.1. Exponential Families and Generalized Linear Models --<br/>A.2. Basic Ideas for Asymptotics --<br/>A.3. EM Algorithm --<br/>A.4. Numerical Integration --<br/>A.5. Monte Carlo Methods --<br/>B. Software for Fitting Generalized Linear Models and Extensions.
520 ## - SUMMARY, ETC.
Summary, etc Summary: <br/>"The authors give a detailed introductory survey of the subject based on the analysis of real data drawn from a variety of subjects, including the biological sciences, economics, and the social sciences. Technical details and proofs are deferred to an appendix in order to provide an accessible account for nonexperts. The appendix serves as a reference or brief tutorial for the concepts of the EM algorithm, numerical integration, MCMC, and others." "In the new edition, Bayesian concepts, which are of growing importance in statistics, are treated more extensively. The chapter on nonparametric and semiparametric generalized regression has been rewritten totally, random effects models now cover nonparametric maximum likelihood and fully Bayesian approaches, and state-space and hidden Markov models have been supplemented with an extension to models that can accommodate for spatial and spatiotemporal data." "The authors have taken great pains to discuss the underlying theoretical ideas in ways that relate well to the data at hand. As a result, this book is ideally suited for applied statisticians, graduate students of statistics, and students and researchers with a strong interest in statistics and data analysis from econometrics, biometrics, and the social sciences."--Jacket.
526 ## - STUDY PROGRAM INFORMATION NOTE
Program name Applied Statistics
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name Multivariate analysis.
9 (RLIN) 19550
Topical term or geographic name Linear models (Statistics)
9 (RLIN) 19551
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Tutz, Gerhard.
9 (RLIN) 19552
856 42 - ELECTRONIC LOCATION AND ACCESS
Materials Specified Publisher description
Uniform Resource Identifier http://www.loc.gov/catdir/enhancements/fy0815/00052275-d.html
Materials Specified WorldCat details
Uniform Resource Identifier https://www.worldcat.org/title/multivariate-statistical-modelling-based-on-generalized-linear-models/oclc/45270370&referer=brief_results
Materials Specified Table of contents only
Uniform Resource Identifier http://www.loc.gov/catdir/enhancements/fy0815/00052275-t.html
Materials Specified E-book Fulltext
Uniform Resource Identifier http://lib.ewubd.edu/ebook/3744
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Text
Koha issues (borrowed), all copies 2
Holdings
Lost status Source of classification or shelving scheme Not for loan Collection code Permanent Location Current Location Shelving location Date of accession Source of acquisition Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Date checked out Copy number Price effective from Koha item type
    Not For Loan Non-fiction EWU Library EWU Library Reserve Section 2015-04-12 Karim International 13000.00 2 519.538 FAM 2001 26647 2015-11-15 2015-10-19 C-1 2015-05-14 Text
      Non-fiction EWU Library EWU Library Circulation Section 2015-11-15 Bangaldesh Photostat 1074.00   519.538 FAM 2001 27046 2015-11-17   C-2 2015-11-17 Text
      Non-fiction EWU Library EWU Library Circulation Section 2015-11-15 Bangaldesh Photostat 1074.00   519.538 FAM 2001 27047 2015-11-17   C-3 2015-11-17 Text
      Non-fiction EWU Library EWU Library E-book 2018-01-11       519.538 FAM 2001   2018-01-11     2018-01-11 E-Book

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