skip to content
Applied logistic regression analysis Preview this item
ClosePreview this item
Checking...

Applied logistic regression analysis

Author: Scott W Menard
Publisher: Thousand Oaks, Calif. : Sage Publications, ©2002.
Series: Quantitative applications in the social sciences, no. 07-106.
Edition/Format:   book_printbook : English : 2nd edView all editions and formats
Database:WorldCat
Summary:
"The focus in this Second Edition is again on logistic regression models for individual level data, but aggregate or grouped data are also considered. The book includes detailed discussions of goodness of fit, indices of predictive efficiency, and standardized logistic regression coefficients, and examples using SAS and SPSS are included."--Pub. desc.
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

 

Find a copy online

Links to this item

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Additional Physical Format: Online version:
Menard, Scott W.
Applied logistic regression analysis.
Thousand Oaks, Calif. : Sage Publications, ©2002
(OCoLC)763149002
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Scott W Menard
ISBN: 0761922083 9780761922087
OCLC Number: 46729126
Description: viii, 111 pages : illustrations ; 22 cm.
Contents: Linear Regression and the Logistic Regression Model --
Regression Assumptions --
Nonlinear Relationships and Variable Transformations --
Probabilities, Odds, Odds Ratios, and the Logit Transformation for Dichotomous Dependent Variables --
Logistic Regression: A First Look --
Summary Statistics for Evaluating the Logistic Regression Model --
R[superscript 2], F, and Sums of Squared Errors --
Goodness of Fit: G[subscript M], R[superscript 2 subscript L], and the Log Likelihood --
Predictive Efficiency: [lambda subscript p], [tau subscript p], [phi subscript p], and the Binomial Test --
Examples: Assessing the Adequacy of Logistic Regression Models --
Conclusion: Summary Measures for Evaluating the Logistic Regression Model --
Interpreting the Logistic Regression Coefficients --
Statistical Significance in Logistic Regression Analysis --
Interpreting Unstandardized Logistic Regression Coefficients --
Substantive Significance and Standardized Coefficients --
Exponentiated Coefficients or Odds Ratios --
More on Categorical Predictors: Contrasts and Interpretation --
Interaction Effects --
Stepwise Logistic Regression --
An Introduction to Logistic Regression Diagnostics --
Specification Error --
Collinearity --
Numerical Problems: Zero Cells and Complete Separation --
Analysis of Residuals --
Overdispersion and Underdispersion --
A Suggested Protocol for Logistic Regression Diagnostics --
Polytomous Logistic Regression and Alternatives to Logistic Regression --
Polytomous Nominal Dependent Variables.
Series Title: Quantitative applications in the social sciences, no. 07-106.
Responsibility: Scott Menard.
More information:

Abstract:

"The focus in this Second Edition is again on logistic regression models for individual level data, but aggregate or grouped data are also considered. The book includes detailed discussions of goodness of fit, indices of predictive efficiency, and standardized logistic regression coefficients, and examples using SAS and SPSS are included."--Pub. desc.

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


<http://www.worldcat.org/oclc/46729126>
library:oclcnum"46729126"
library:placeOfPublication
library:placeOfPublication
rdf:typeschema:MediaObject
rdf:typeschema:Book
schema:about
schema:about
schema:about
schema:about
schema:about
schema:about
schema:about
schema:about
schema:about
schema:about
schema:about
schema:about
schema:about
schema:about
schema:bookEdition"2nd ed."
schema:copyrightYear"2002"
schema:creator
schema:datePublished"2002"
schema:description""The focus in this Second Edition is again on logistic regression models for individual level data, but aggregate or grouped data are also considered. The book includes detailed discussions of goodness of fit, indices of predictive efficiency, and standardized logistic regression coefficients, and examples using SAS and SPSS are included."--Pub. desc."@en
schema:exampleOfWork<http://worldcat.org/entity/work/id/34426193>
schema:inLanguage"en"
schema:isPartOf
schema:name"Applied logistic regression analysis"@en
schema:publication
schema:publisher
schema:workExample
umbel:isLike<http://bnb.data.bl.uk/id/resource/GBA204810>
wdrs:describedby

Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.