Description: Further DetailsTitle: Regression DiagnosticsCondition: NewEAN: 9781544375229ISBN: 9781544375229Publisher: SAGE Publications IncFormat: PaperbackRelease Date: 05/07/2020Item Height: 215mmItem Length: 139mmItem Weight: 200gAuthor: John FoxLanguage: EnglishSubtitle: An IntroductionISBN-10: 1544375220Description: 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 and data sets for examples within the text can be found on an accompanying website.Country/Region of Manufacture: USBook Series: Quantitative Applications in the Social SciencesGenre: Science Nature & MathRelease Year: 2020 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Regression Diagnostics
Title: Regression Diagnostics
EAN: 9781544375229
ISBN: 9781544375229
Release Date: 05/07/2020
Release Year: 2020
Subtitle: An Introduction
ISBN-10: 1544375220
Country/Region of Manufacture: US
Genre: Science Nature & Math
Number of Pages: 168 Pages
Publication Name: Regression Diagnostics : an Introduction
Language: English
Publisher: SAGE Publications, Incorporated
Publication Year: 2020
Item Height: 0.3 in
Subject: Methodology, Probability & Statistics / Regression Analysis, Statistics
Type: Textbook
Item Weight: 7 Oz
Item Length: 8.5 in
Subject Area: Mathematics, Social Science
Author: John Fox
Series: Quantitative Applications in the Social Sciences Ser.
Item Width: 5.5 in
Format: Trade Paperback
