Idioma:

Applied regression analysis and generalized linear models

John Fox 1947- John Fox 1947-

Localização: FEA - Fac. Econ. Adm. Contab. e Atuária (300.15195 F792a 2.ed. )(Acessar)

Título:
Applied regression analysis and generalized linear models
Autor: John Fox 1947-
John Fox 1947-
Assuntos: Regression analysis; Linear models (Statistics); Social sciences -- Statistical methods; Models, Theoretical; Regression Analysis; Statistics as Topic; Lineares Modell; Regressionsanalyse; CIÊNCIAS SOCIAIS; MODELOS LINEARES GENERALIZADOS; ANÁLISE DE REGRESSÃO E DE CORRELAÇÃO
Notas: Includes bibliographical references (p. 638-647) and indexes
Descrição: Statistical models and social science -- What is regression analysis? -- Examining data -- Transforming data -- Linear least-squares regression -- Statistical inference for regression -- Dummy-variable regression -- Analysis of variance -- Statistical theory for linear models -- The vector geometry of linear models -- Unusual and influential data -- Diagnosing non-normality, nonconstant error variance, and nonlinearity -- Collinearity and its purported remedies -- Logit and probit models for categorical response variables -- Generalized linear models -- Time-series regression and generalized least squares -- Nonlinear regression -- Nonparametric regression -- Robust regression -- Missing data in regression models -- Bootstrapping regression models -- Model selection, averaging, and validation
Editor: Los Angeles Sage
Data de criação/publicação: c2008
Formato: xxi, 665 p ill. 26 cm.
Idioma: Inglês

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