MARC details
| 000 -LEADER |
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| fixed length control field |
03675cam a22004214a 4500 |
| 001 - CONTROL NUMBER |
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| control field |
3744 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
BD-DhEWU |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20190220123601.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
001025s2001 nyua g b 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
0387951873 (alk. paper) |
| 035 ## - SYSTEM CONTROL NUMBER |
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| System 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 |
| Item number |
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 - SERIES STATEMENT/ADDED ENTRY--TITLE |
|---|
| Title |
Springer series in statistics |
| 9 (RLIN) |
19481 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references (p. 467-504) and index. |
| 505 ## - FORMATTED CONTENTS NOTE |
|---|
| Title |
TOC |
| Formatted 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 |
AS |
| 590 ## - LOCAL NOTE (RLIN) |
|---|
| Local note |
Tahur Ahmed |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Multivariate analysis. |
| 9 (RLIN) |
19550 |
|
|---|
| Topical term or geographic name as entry element |
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 |
Dewey Decimal Classification |
| Koha item type |
Text |
| Koha issues (borrowed), all copies |
2 |