Online Public Access Catalogue (OPAC)
Library,Documentation and Information Science Division

“A research journal serves that narrow

borderland which separates the known from the unknown”

-P.C.Mahalanobis


Applied regression analysis and generalized linear models / (Record no. 421508)

000 -LEADER
fixed length control field 02053cam a2200265 i 4500
001 - CONTROL NUMBER
control field 137356
003 - CONTROL NUMBER IDENTIFIER
control field ISI Library, Kolkata
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20170130164109.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 141211s2016 caua b 001 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781452205663
040 ## - CATALOGING SOURCE
Original cataloging agency ISI Library
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 000SA.06
Edition number 23
Item number F792
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Fox, John,
Relator term author
245 10 - TITLE STATEMENT
Title Applied regression analysis and generalized linear models /
Statement of responsibility, etc John Fox.
250 ## - EDITION STATEMENT
Edition statement 3rd ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Los Angeles :
Name of publisher, distributor, etc SAGE,
Date of publication, distribution, etc ©2016.
300 ## - PHYSICAL DESCRIPTION
Extent xxiv, 791 p. :
Other physical details illustrations ;
Dimensions 26 cm.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and indexes.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 1. Statistical models and social science --<br/>2. What is regression analysis? --<br/>3. Examining data --<br/>4. Transforming data --<br/>5. Linear least-squares regression --<br/>6. Statistical inference for regression --<br/>7. Dummy-variable regression --<br/>8. Analysis of variance --<br/>9. Statistical theory for linear models --<br/>10. The vector geometry of linear models --<br/>11. Unusual and influential data --<br/>12. Diagnosing non-normality, nonconstrant error variance, and nonlinearity --<br/>13. Collinearity and its purported remedies --<br/>14. Logit and probit models for categorical response variables --<br/>15. Generalized linear models --<br/>16. Time-series regression and generalized least squares --<br/>17. Nonlinear regression --<br/>18. Nonparametric regression --<br/>19. Robust regression --<br/>20. Missing data in regression models --<br/>21. Bootstrapping regression models --<br/>22. Model selection, averaging, and validation --<br/>23. Linear mixed-effects models for hierarchical and longitudinal data --<br/>24. Generalized linear and nonlinear mixed-effects models --<br/>Appendices.
520 ## - SUMMARY, ETC.
Summary, etc Providing a modern treatment of regression analysis, linear models and closely related methods, this book introduces students to one of the most useful and widely used statistical tools for social 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 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Social sciences
General subdivision Statistical methods.
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 Source of acquisition Cost, normal purchase price Full call number Accession Number Koha item type
    ISI Library, Kolkata ISI Library, Kolkata 2017-01-17 4 7024.54 000SA.06 F792 137356 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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