Regression diagnostics: (Record no. 4119)
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000 -LEADER | |
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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 |
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 |
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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 |