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" Applied logistic regression / "
David W. Hosmer, Stanley Lemeshow
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BL
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| Record Number
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658268
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| Doc. No
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dltt
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| Main Entry
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Hosmer, David W
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| Title & Author
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Applied logistic regression /\ David W. Hosmer, Stanley Lemeshow
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| Edition Statement
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Second edition
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| Series Statement
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Wiley series in probability and statistics. Texts and references section
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| Page. NO
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xii, 373 pages :: illustrations ;; 25 cm
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| ISBN
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0471356328
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: 9780471356325
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: 0471208264
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: 9780471208266
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| Notes
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"A Wiley-Interscience publication."
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| Bibliographies/Indexes
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Includes bibliographical references (pages 352-365) and index
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| Contents
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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
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| Abstract
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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
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| Subject
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Regression analysis
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| Subject
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Regression Analysis
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Models, Statistical
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| Dewey Classification
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519.5/36
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| LC Classification
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QA278.2.H67 2000
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| NLM classification
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QA 37H827a 2000
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| Added Entry
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Lemeshow, Stanley
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