{"product_id":"applied-logistic-regression-analysis-9780761922087","title":"Applied Logistic Regression Analysis","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003eThe focus in this \u003cb\u003eSecond Edition\u003c\/b\u003e 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. \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eMore detailed consideration of grouped as opposed to case-wise data throughout the book \u003c\/li\u003e\n\u003cli\u003eUpdated discussion of the properties and appropriate use of goodness of fit measures, R-square analogues, and indices of predictive efficiency \u003c\/li\u003e\n\u003cli\u003eDiscussion of the misuse of odds ratios to represent risk ratios, and of over-dispersion and under-dispersion for grouped data \u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eUpdated coverage of unordered and ordered polytomous logistic regression models.\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003eSeries Editor′s Introduction Author′s Introduction to the Second Edition 1. Linear Regression and Logistic Regression Model 2. Summary Statistics for Evaluating the Logistic Regression Model 3. Interpreting the Logistic Regression Coefficients 4. An Introduction to Logistic Regression Diagnosis Ch  5. Polytomous Logistic Regression and Alternatives to Logistic Regression 6. Notes Appendix A References Tables Figures\u003c\/p\u003e","brand":"SAGE Publications, Inc","offers":[{"title":"Default Title","offer_id":51768004870487,"sku":"9780761922087","price":999.99,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9780761922087.jpg?v=1758715870","url":"https:\/\/bookcurl.com\/products\/applied-logistic-regression-analysis-9780761922087","provider":"Book Curl","version":"1.0","type":"link"}