Regression diagnostics: (Record no. 4119)

MARC details
000 -LEADER
fixed length control field 01538nam a22002177a 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20221013131753.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 221013b ||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781544375229
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.536
Item number FOX
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Fox, John
245 ## - TITLE STATEMENT
Title Regression diagnostics:
Remainder of title an introduction
250 ## - EDITION STATEMENT
Edition statement 2nd
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc. Sage Publications, Inc.
Place of publication, distribution, etc. California
Date of publication, distribution, etc. 2020
300 ## - PHYSICAL DESCRIPTION
Extent xv, 151 p.
365 ## - TRADE PRICE
Price type code USD
Price amount 30.00
490 ## - SERIES STATEMENT
Series statement Quantitative Applications in the Social Sciences
520 ## - SUMMARY, ETC.
Summary, etc. Regression diagnostics are methods for determining whether a regression model that has been fit to data adequately represents the structure of the data. For example, if the model assumes a linear (straight-line) relationship between the response and an explanatory variable, is the assumption of linearity warranted? Regression diagnostics not only reveal deficiencies in a regression model that has been fit to data but in many instances may suggest how the model can be improved. The Second Edition of this bestselling volume by John Fox considers two important classes of regression models: the normal linear regression model (LM), in which the response variable is quantitative and assumed to have a normal distribution conditional on the values of the explanatory variables; and generalized linear models (GLMs) in which the conditional distribution of the response variable is a member of an exponential family
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Regression analysis
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Social sciences--Statistical methods
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Book
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Bill No Bill Date Home library Current library Shelving location Date acquired Source of acquisition Cost, normal purchase price Total Checkouts Full call number Accession Number Date last seen Copy number Cost, replacement price Price effective from Koha item type
    Dewey Decimal Classification     Operations Management & Quantitative Techniques IN155 06-10-2022 Indian Institute of Management LRC Indian Institute of Management LRC General Stacks 10/13/2022 Bharatiya Sahitya Bhavana 1631.26   519.536 FOX 003329 10/13/2022 1 2481.00 10/13/2022 Book

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