Applied Logistic Regression (Hosmer/Applied Logistic Regression) || Front Matter

✍ Scribed by Hosmer, David W.; Lemeshow, Stanley

• Book ID: 120473167
• Publisher: John Wiley & Sons, Inc.
• Year: 2005
• Tongue: English
• Weight: 312 KB
• Edition: 2nd
• Category: Article
• ISBN: 0471356328
• DOI: 10.1002/0471722146.fmatter

✦ Synopsis

In This Revised And Updated Edition, The Authors Continue To Provide An Accessible Introduction To The Logistic Regression Model While Incorporating Advances Of The Last Decade, Including A Variety Of Software Packages For The Analysis Of Data Sets. They Extend The Discussion From Biostatistics And Epidemiology To Cutting-edge Applications In Data Mining And Machine Learning, Guiding Readers Step-by-step Through The Use Of Modeling Techniques For Dichotomous Data In Diverse Fields. Ample New Topics And Expanded Discussions Of Existing Material Are Accompanied By Real-world Examples-with Extensive Data Sets Available Over The Internet. 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 -- Application Of Logistic Regression With Different Sampling Models -- Logistic Regression For Matched Case-control Studies -- Special Topics. David W. Hosmer, Stanley Lemeshow. A Wiley-interscience Publication. Includes Bibliographical References (p. 352-365) And Index.