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Applied Logistic Regression (Wiley Series in Probability and Statistics: Texts and References Section) - Hardcover

Buch 179 von 354: Wiley Series in Probability and Statistics

Hosmer, David W.; Lemeshow, Stanley

 
9780471356325: Applied Logistic Regression (Wiley Series in Probability and Statistics: Texts and References Section)
Hardcover
ISBN 10: 0471356328 ISBN 13: 9780471356325
Verlag: Wiley & Sons, 2000

Inhaltsangabe

Die logistische Regression (LR) gehört seit den 60er Jahren zu den Standardmethoden der Datenanalyse, besonders im Bereich der Medizin. Dieser neu aufgelegte, dabei sorgfältig überarbeitete Band spiegelt die wichtigsten inhaltlichen und technischen Entwicklungen der letzten beiden Jahrzehnte auf diesem Gebiet wieder. Der in mittlerem Schwierigkeitsgrad gehaltene Text eignet sich für Studenten und Praktiker aus der Biostatistik und der Epidemiologie.

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Über die Autorin bzw. den Autor

DAVID W. HOSMER, PhD, is Professor of Biostatistics at the School of Public Health and Health Sciences at the University of Massachusetts at Amherst.

STANLEY LEMESHOW, PhD, is Professor of Biostatistics and Director of the Biostatistics Program at The Ohio State University.

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From the reviews of the First Edition...

"An interesting, useful, and well-written book on logistic regression models . . . Hosmer and Lemeshow have used very little mathematics, have presented difficult concepts heuristically and through illustrative examples, and have included references."-Choice

"Well written, clearly organized, and comprehensive . . . the authors carefully walk the reader through the estimation of interpretation of coefficients from a wide variety of logistic regression models . . . their careful explication of the quantitative re-expression of coefficients from these various models is excellent."-Contemporary Sociology

"An extremely well-written book that will certainly prove an invaluable acquisition to the practicing statistician who finds other literature on analysis of discrete data hard to follow or heavily theoretical."-The Statistician

In this revised and updated edition of their popular book, David Hosmer and Stanley Lemeshow continue to provide an amazingly 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. Hosmer and Lemeshow 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 a wealth of real-world examples-with extensive data sets available over the Internet.

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Verlag
Wiley & Sons
Erscheinungsdatum
2000
Sprache
Englisch
ISBN 10 
0471356328
ISBN 13 
9780471356325
Einband
Gebundene Ausgabe
Auflage
2
Anzahl der Seiten
328
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
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