Regression diagnostics :an introduction (Record no. 62929)
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000 -LEADER | |
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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) | |
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Home library | Shelving location | Date acquired | Cost, normal purchase price | Full call number | Accession Number | Koha item type |
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Kannur University Central Library | Stack | 26/10/2021 | 30.00 | 519.536 FOX/R | 54740 | BK |