Applied Logistic Regression

Applied Logistic Regression
ISBN-10
1118548353
ISBN-13
9781118548356
Series
Applied Logistic Regression
Category
Mathematics
Pages
528
Language
English
Published
2013-02-26
Publisher
John Wiley & Sons
Authors
Stanley Lemeshow, Rodney X. Sturdivant, David W. Hosmer

Description

A new edition of the definitive guide to logistic regression modeling for health science and other applications This thoroughly expanded Third Edition provides an easily accessible introduction to the logistic regression (LR) model and highlights the power of this model by examining the relationship between a dichotomous outcome and a set of covariables. Applied Logistic Regression, Third Edition emphasizes applications in the health sciences and handpicks topics that best suit the use of modern statistical software. The book provides readers with state-of-the-art techniques for building, interpreting, and assessing the performance of LR models. New and updated features include: A chapter on the analysis of correlated outcome data A wealth of additional material for topics ranging from Bayesian methods to assessing model fit Rich data sets from real-world studies that demonstrate each method under discussion Detailed examples and interpretation of the presented results as well as exercises throughout Applied Logistic Regression, Third Edition is a must-have guide for professionals and researchers who need to model nominal or ordinal scaled outcome variables in public health, medicine, and the social sciences as well as a wide range of other fields and disciplines.

Get the book

Amazon.com
Amazon.com
Search the book
eBay.com
eBay.com
Search the book

Other editions

Similar books

  • Applied Logistic Regression
    By Stanley Lemeshow, David W. Hosmer

    Introduction to the logistic regression model -- Multiple logistic regression -- Interpretation of the fitted logistic regression model -- Model-building strategies and methods for logistic regression -- Assessing the fit of the model -- ...

  • Applied Logistic Regression Analysis
    Applied Logistic Regression Analysis
    By Scott Menard

    The focus in this Second Edition is again on logistic regression models for individual level data, but aggregate or grouped data are also considered.

  • Applied Logistic Regression, Second Edition: Book and Solutions Manual Set
    Applied Logistic Regression, Second Edition: Book and Solutions Manual Set
    By Stanley Lemeshow, Elizabeth D. Cook, David W. Hosmer

    From the reviews of the First Edition.

  • Applied Logistic Regression Analysis
    Applied Logistic Regression Analysis
    By Scott Menard

    Emphasizing the parallels between linear and logistic regression, Scott Menard explores logistic regression analysis and demonstrates its usefulness in analyzing dichotomous, polytomous nominal, and polytomous ordinal dependent variables. The book...

  • Applied Survival Analysis: Regression Modeling of Time-to-Event Data
    Applied Survival Analysis: Regression Modeling of Time-to-Event Data
    By Stanley Lemeshow, Susanne May, David W. Hosmer

    Rothman,K.J. and Greenland,S. (1998). Modern Epidemiology.3rd edition. LippincottRaven., Philadelphia, PA. Royston, P(2001). Flexible parametric alternatives to the Coxmodeland more. TheStata Journal, 1(1 ): 1–28. Royston, P.(2004).

  • Applied Ordinal Logistic Regression Using Stata: From Single-Level to Multilevel Modeling
    Applied Ordinal Logistic Regression Using Stata: From Single-Level to Multilevel Modeling
    By Xing Liu

    The first book to provide a unified framework for both single-level and multilevel modeling of ordinal categorical data, Applied Ordinal Logistic Regression Using Stata helps readers learn how to conduct analyses, interpret the results from ...

  • Best Practices in Logistic Regression
    Best Practices in Logistic Regression
    By Jason W. Osborne

    'Tis better to use a logit or probit link function than to inappropriately use ordinary least squares regression with binary or categorical dependent variables . . .” —attributed to Warren Shakespeare, William's younger statistician ...

  • Solutions Manual to accompany Applied Logistic Regression
    Solutions Manual to accompany Applied Logistic Regression
    By Stanley Lemeshow, David W. Hosmer, Jr.

    Presenting information on logistic regression models, this work explains difficult concepts through illustrative examples. This is a solutions manual to accompany applied Logistic Regression, 2nd Edition.

  • Logistic Regression: From Introductory to Advanced Concepts and Applications
    Logistic Regression: From Introductory to Advanced Concepts and Applications
    By Scott Menard

    Glenview, IL: Scott, Foresman. Lipsey, M. W. (1998). Design sensitivity: Statistical power for applied experimental research. In L. Bickman and D. J. Rog (eds.), Handbook of Applied Social Research Methods. Thousand Oaks, CA: Sage.

  • Applied Linear Regression
    Applied Linear Regression
    By Sanford Weisberg

    Master linear regression techniques with a new edition of a classic text Reviews of the Second Edition: "I found it enjoyable reading and so full of interesting material that even the well-informed reader will probably find something new . ...