Regression diagnostics :an introduction (Record no. 62929)

000 -LEADER
fixed length control field 01524cam a2200205 i 4500
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781544375229
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.536
Item number FOX/R
100 1# - MAIN ENTRY--AUTHOR NAME
Personal name Fox,John
245 10 - TITLE STATEMENT
Title Regression diagnostics :an introduction
250 ## - EDITION STATEMENT
Edition statement 2
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication New Delhi
Name of publisher Sage
Year of publication 2020
300 ## - PHYSICAL DESCRIPTION
Number of Pages xv, 151p.
Other physical details ill.
490 0# - SERIES STATEMENT
Series statement Quantitative applications in the social sciences ;79
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. R code for examples within the text can be found on an accompanying website"--
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Social sciences- Statistical methods
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Social sciences
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type BK
001 - CONTROL NUMBER
control field 21239443
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2019028996
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
Withdrawn status
Lost status
Damaged status
Holdings
Home library Shelving location Date acquired Cost, normal purchase price Full call number Accession Number Koha item type
Kannur University Central Library Stack 26/10/2021 30.00 519.536 FOX/R 54740 BK

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