Applied logistic regression /

• Κύριος συγγραφέας: Hosmer, David W. (συγγραφέας.)
• Άλλοι συγγραφείς: Lemeshow, Stanley (συγγραφέας.)
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York : Wiley, c2000.
• Έκδοση: 2η έκδ.
• Σειρά: Wiley series in probability and statistics Texts and references section
• Θέματα: Ανάλυση παλινδρόμησης; Εξόρυξη δεδομένων; Στατιστικά μοντέλα; Ηλεκτρονικά βιβλία

 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.