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- catalog 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.".
- catalog contributor b12321185.
- catalog created "c2002.".
- catalog date "2002".
- catalog date "c2002.".
- catalog dateCopyrighted "c2002.".
- catalog 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.".
- catalog description "Includes bibliographical references (p. 108-110).".
- catalog description "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.".
- catalog extent "viii, 111 p. :".
- catalog hasFormat "Applied logistic regression analysis.".
- catalog identifier "0761922083 (acid-free paper)".
- catalog isFormatOf "Applied logistic regression analysis.".
- catalog isPartOf "Quantitative applications in the social sciences ; no. 07-106.".
- catalog isPartOf "Sage university papers. Quantitative applications in the social sciences ; no. 07-106".
- catalog issued "2002".
- catalog issued "c2002.".
- catalog language "eng".
- catalog publisher "Thousand Oaks, Calif. : Sage Publications,".
- catalog relation "Applied logistic regression analysis.".
- catalog subject "519.5/36 21".
- catalog subject "Logistic Models.".
- catalog subject "Logistic distribution.".
- catalog subject "QA278.2 .M46 2002".
- catalog subject "Regression Analysis.".
- catalog subject "Regression analysis.".
- catalog tableOfContents "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.".
- catalog title "Applied logistic regression analysis / Scott Menard.".
- catalog type "text".