Choose an application

• Reference Manager
• EndNote
• RefWorks (Direct export to RefWorks)

The focus in this second edition is on logistic regression models for individual level (but aggregate or grouped) data. Multiple cases for each possible combination of values of the predictors are considered in detail.

Regression analysis. --- Logistic distribution.

Choose an application

• Reference Manager
• EndNote
• RefWorks (Direct export to RefWorks)

Logistic distribution --- Distribution logistique --- Transportation --- Transport --- Law and legislation --- Droit --- Law and legislation --- Droit

Choose an application

• Reference Manager
• EndNote
• RefWorks (Direct export to RefWorks)

This very popular textbook is now in its third edition. Whether students or working professionals, readers appreciate its unique "lecture book" format. They often say the book reads like they are listening to an outstanding lecturer. This edition includes three new chapters, an updated computer appendix, and an expanded section about modeling guidelines that consider causal diagrams. Like previous editions, this textbook provides a highly readable description of fundamental and more advanced concepts and methods of logistic regression. It is suitable for researchers and statisticians in medical and other life sciences as well as academicians teaching second-level regression methods courses. The new chapters are: ¢ Additional Modeling Strategy Issues, including strategy with several exposures, screening variables, collinearity, influential observations and multiple-testing ¢ Assessing Goodness to Fit for Logistic Regression ¢ Assessing Discriminatory Performance of a Binary Logistic Model: ROC Curves The Computer Appendix provides step-by-step instructions for using STATA (version 10.0), SAS (version 9.2), and SPSS (version 16) for procedures described in the main text. David Kleinbaum is Professor of Epidemiology at Emory University Rollins School of Public Health in Atlanta, Georgia. Dr. Kleinbaum is internationally known for his innovative textbooks and teaching on epidemiological methods, multiple linear regression, logistic regression, and survival analysis. He has taught more than 200 courses worldwide. The recipient of numerous teaching awards, he received the first Association of Schools of Public Health Pfizer Award for Distinguished Career Teaching in 2005. Mitchel Klein is Research Assistant Professor with a joint appointment in the Environmental and Occupational Health Department and the Epidemiology Department at Emory University Rollins School of Public Health. He has successfully designed and taught epidemiologic methods physicians at Emory's Master of Science in Clinical Research Program. Dr. Klein is co-author with Dr. Kleinbaum of the second edition of Survival Analysis-A Self-Learning Text.

Basic Sciences. Statistics --- Correlation and Regression Analysis --- Correlation and Regression Analysis. --- Medicine --- Regression Analysis --- Logistic distribution --- Research --- Statistical methods --- Regression analysis. --- Logistic distribution. --- Statistical methods. --- Medicine - Research - Statistical methods

Choose an application

• Reference Manager
• EndNote
• RefWorks (Direct export to RefWorks)

Biomathematics. Biometry. Biostatistics --- Mathematical statistics --- Quantitative methods (economics) --- Survival analysis (Biometry) --- Medicine --- Medical sciences --- Regression analysis --- Prognosis --- Logistic distribution --- Problems, exercises, etc. --- Research --- Statistical methods --- Computer programs --- Data processing

Choose an application

• Reference Manager
• EndNote
• RefWorks (Direct export to RefWorks)

Biomathematics. Biometry. Biostatistics --- Mathematical statistics --- Quantitative methods (economics) --- Medicine --- Medical sciences --- Regression analysis --- Prognosis --- Logistic distribution. --- Médecine --- Analyse de régression --- Research --- Statistical methods. --- Statistical methods --- Computer programs. --- Data processing. --- Recherche --- Méthodes statistiques --- Informatique --- Logistic distribution --- Computer programs --- Data processing --- 579.6 --- 579.264 --- 579.864 --- Food --- -Intestines --- -Microorganisms --- -Germs --- Micro-organisms --- Microbes --- Microscopic organisms --- Organisms --- Microbiology --- Abdomen --- Gastrointestinal system --- Foods --- Dinners and dining --- Home economics --- Table --- Cooking --- Diet --- Dietaries --- Gastronomy --- Nutrition --- Applied microbiology --- Antagonism. Probiotics --- Lactobacillaceae. Lactobacillus --- -Handbooks, manuals, etc --- Therapeutic use --- 519.22 --- -Medical sciences --- -Regression analysis --- -Prognosis --- -Logistic distribution --- gezondheidszorg --- regressie-analyse --- wiskundige statistiek --- AA / International- internationaal --- 303.5 --- 519.536 --- Distribution (Probability theory) --- Medical prognosis --- Prognosis of diseases --- Forecasting --- Diagnosis --- Analysis, Regression --- Linear regression --- Regression modeling --- Multivariate analysis --- Structural equation modeling --- Basic medical sciences --- Basic sciences, Medical --- Biomedical sciences --- Health sciences --- Preclinical sciences --- Sciences, Medical --- Life sciences --- Clinical sciences --- Medical profession --- Human biology --- Pathology --- Physicians --- Statistical theory. Statistical models. Mathematical statistics in general --- -Statistical methods --- -Computer programs --- Theorie van correlatie en regressie. (OLS, adjusted LS, weighted LS, restricted LS, GLS, SLS, LIML, FIML, maximum likelihood). Parametric and non-parametric methods and theory (wiskundige statistiek). --- Intestines --- Microorganisms --- Probiotics --- Bacterial Physiology. --- Food, Formulated. --- pharmacology. --- therapeutic use. --- -Applied microbiology --- 579.864 Lactobacillaceae. Lactobacillus --- 579.264 Antagonism. Probiotics --- 579.6 Applied microbiology --- 519.22 Statistical theory. Statistical models. Mathematical statistics in general --- -579.864 Lactobacillaceae. Lactobacillus --- Germs --- Médecine --- Analyse de régression --- Méthodes statistiques --- Statistical methods&delete& --- Research&delete& --- Theorie van correlatie en regressie. (OLS, adjusted LS, weighted LS, restricted LS, GLS, SLS, LIML, FIML, maximum likelihood). Parametric and non-parametric methods and theory (wiskundige statistiek) --- Probiotic supplements --- Dietary supplements --- Health Workforce --- Primitive societies --- Medicine - Research - Statistical methods --- Medical sciences - Statistical methods - Computer programs --- Regression analysis - Data processing --- Prognosis - Statistical methods