Log-linear, logit and logistic regression models are the most common ways of analyzing data when (at least) the dependent variable is categorical. This volume shows how to compare coefficient estimates from regression models for categorical dependent...Loe edasi...
(Ilmumisaeg: 18-Apr-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031690372)
This book examines statistical models for frequency data. The primary focus is on log-linear models for contingency tables but also includes extensive discussion of logistic regression. Topics such as logistic discrimination, generalized linear...Loe edasi...
Log-linear, logit and logistic regression models are the most common ways of analyzing data when (at least) the dependent variable is categorical. This volume shows how to compare coefficient estimates from regression models for categorical dependent...Loe edasi...
This volume helps readers understand the intuitive logic behind logistic regression through nontechnical language and simple examples. The Second Edition presents results from several statistical packages to help interpret the meaning of logistic re...Loe edasi...
Liu presents a supplementary textbook for graduate quantitative methods courses on logistic regression models, ordinal regression models, categorical data analysis, or multi-level modeling in education or in social or behavioral sciences. He works th...Loe edasi...
Author Joseph M. Hilbe presents students, academics, researchers, and professionals working in a wide variety of contexts with an examination of the basic logic regression model and its applications in data analysis for a variety of fields. The autho...Loe edasi...
Osborne explains logistic regression to advanced statistics students, seasoned researchers, and anyone else interested in using what he calls a quirky technique. He presents it conceptually, with minimal formulae or mathematics, but with pedagogical...Loe edasi...
(Ilmumisaeg: 14-Oct-2011, Other digital carrier, Kirjastus: Wiley-Blackwell, ISBN-13: 9780470258019)
This book fills this gap, providing a comprehensive, self-contained introduction to regression modeling used in the analysis of time-to-event data in epidemiological, biostatistical, and other health-related research....Loe edasi...
In this text, author Scott Menard provides coverage of not only the basic logistic regression model but also advanced topics found in no other logistic regression text. The book keeps mathematical notation to a minimum, making it accessible to tho...Loe edasi...
Logistic regression, used for the prediction of the probability of occurrence of an event by fitting data to a logistic curve, has become one of the most used statistical procedures employed by statisticians and researchers for the analysis of binary...Loe edasi...
Hosmer (emeritus, biostatistics, University of Massachusetts-Amherst) introduces regression modeling for time-to-event data in medical, epidemiological, biostatistical, and other health-related research. The book places emphasis on the practical and...Loe edasi...
This pocket guide familiarizes applied researchers, particularly those within education and social and behavioral sciences, with alternatives for the analysis of ordinal response variables that are faithful to the actual level of measure of the outco...Loe edasi...
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This textbook describes the linear regression model with a single predictor variable, regression models containing several explanatory variables, nonlinear models, regression models with time series errors, and logistic and Poisson regression models....Loe edasi...
(Ilmumisaeg: 12-Aug-2002, Hardback, Kirjastus: Springer-Verlag New York Inc., ISBN-13: 9780387953977)
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This is the second edition of this text on logistic regression methods. As in the first edition, each chapter contains a presentation of its topic in lecture-book format together with objectives, an outline, key formulae, practice exercises, and a...Loe edasi...
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 discus...Loe edasi...
(Ilmumisaeg: 01-Oct-2001, Hardback, Kirjastus: Centre for the Study of Language & Information, ISBN-13: 9781575862750)
The book explains the theory and practice of using logistic regression for the description of language variation, including a comprehensive discussion of the Varbrul program used in sociolinguistics. Assuming no prior background in statistics, P...Loe edasi...
This book provides an introduction to the analysis of interaction effects in logistic regression by focusing on the interpretation of the coefficients of interactive logistic models for a wide range of situations encountered in the research literatur...Loe edasi...
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Pampel's book offers readers the first "nuts and bolts" approach to doing logistic regression through the use of careful explanations and worked-out examples. This book will enable readers to use and understand logistic regr...Loe edasi...
(Ilmumisaeg: 30-Apr-1994, Hardback, Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, ISBN-13: 9783540941422)
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This handbook presents those in the health sciences with a presentation of the use of logistic regression in research. It covers major application areas and contains a wide range of examples designed to illustrate the material....Loe edasi...