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Diagnostic analysis of logistic regression models with survey data: CS11-613/2002-6-PDF

Analyse diagnostique des modèles de régression logistique appliqués à données d'enquête /

"The following paper is an attempt to summarize the tools and the diagnostics available to assess the goodness-of-fit of a logistic regression model, when dealing with a classical model or complex survey data. A non-exhaustive list of diagnostics is first proposed, followed by a software review, to determine which of the proposed diagnostics are readily available through some popular software. The list of selected methods is partly based on the possibility of applying the method for both the classical model and complex survey data"--p. 2.

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Department/Agency Statistics Canada. Methodology Branch.
Title Diagnostic analysis of logistic regression models with survey data
Subtitle Analyse diagnostique des modèles de régression logistique appliqués à données d'enquête /
Series Title Working paper ;
Publication Type Series - View Master Record
Language Bilingual-[English | French]
Format Electronic
Electronic Document

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Note Digitized edition from print [produced by Statistics Canada]. "SSMD-2002-006E."
Date 2004.
Number of Pages 39, 39 p.
Catalogue Number
  • CS11-613/2002-6-PDF
Departmental Catalogue Number 11-613 no. 2002-6
Edition 2nd ed.
Subject Terms Methodology, Surveys, Statistical analysis