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Library,Documentation and Information Science Division

“A research journal serves that narrow

borderland which separates the known from the unknown”

-P.C.Mahalanobis


Richly parameterized linear models : (Record no. 416222)

000 -LEADER
fixed length control field 02389cam a2200265 i 4500
001 - CONTROL NUMBER
control field 17795291
003 - CONTROL NUMBER IDENTIFIER
control field ISI Library, Kolkata
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20141208123327.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 130628s2014 flua b 001 0 eng
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781439866832 (hbk. : alk. paper)
040 ## - CATALOGING SOURCE
Original cataloging agency ISI Library
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 000SA.062
Edition number 23
Item number H688
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Hodges, James S.
245 10 - TITLE STATEMENT
Title Richly parameterized linear models :
Remainder of title additive, time series, and spatial models using random effects /
Statement of responsibility, etc James S. Hodges.
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 xxxviiii, 431 p. :
Other physical details illustrations ;
Dimensions 24 cm.
490 ## - SERIES STATEMENT
Series statement Chapman & Hall/CRC texts in statistical science series
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references (pages 413-424) and indexes.
505 ## - FORMATTED CONTENTS NOTE
Formatted contents note I. Mixed Linear Models: Syntax, Theory, and Methods<br/><br/>1. An Opinionated Survey of Methods for Mixed Linear Models--<br/>2. Two More Tools: Alternative Formulation, Measures of Complexity--<br/><br/>II Richly Parameterized Models as Mixed Linear Models--<br/>3. Penalized Splines as Mixed Linear Models--<br/>4. Additive Models and Models with Interactions--<br/>5. Spatial Models as Mixed Linear Models--<br/>6. Time-Series Models as Mixed Linear Models--<br/>7. Two Other Syntaxes for Richly Parameterized Models--<br/><br/>III Form Linear Models to Richly Parameterized Models: Mean Structure--<br/>8. Adapting Diagnostics from Linear Models--<br/>9. Puzzles from Analyzing Real Datasets--<br/>10. A Random Effect Competing with a Fixed Effect--<br/>11. Differential Shrinkage--<br/>12. Competition between Random Effects--<br/>13. Random Effects Old and New--<br/>Exercises--<br/>
520 ## - SUMMARY, ETC.
Summary, etc "This book covers a wide range of statistical models, including hierarchical, hierarchical generalized linear, linear mixed, dynamic linear, smoothing, spatial, and longitudinal. It presents a framework for expressing these richly parameterized models together as well as tools for exploring and interpreting the results of fitting the models to data. It extends the standard theory of linear models and illustrates the advantages and disadvantages of various theories. The book also examines surprising or undesirable results arising in the use of the models to analyze real data sets from collaborative research"--
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Regression analysis.
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.
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 2014-11-17 5244.15 000SA.062 H688 135413 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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