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Applied Logistic Regression

Applied Logistic RegressionApplied Logistic RegressionThird EditionDAVID W. hosmer , of Biostatistics (Emeritus)Division of Biostatistics and EpidemiologyDepartment of Public HealthSchool of Public Health and Health SciencesUniversity of MassachusettsAmherst, MassachusettsSTANLEY LEMESHOWDean, College of Public HealthProfessor of BiostatisticsCollege of Public HealthThe Ohio State UniversityColumbus, OhioRODNEY X. STURDIVANTC olonel, ArmyAcademy and Associate ProfessorDepartment of Mathematical SciencesUnited States Military AcademyWest Point, New YorkCopyright 2013 by John Wiley & Sons, Inc. All rights by John Wiley & Sons, Inc., Hoboken, New simultaneously in part of this publication may be reproduced, stored in a retrieval system, or transmitted in any formor by any means, electronic, mechanical, photocopying, recording, scanning, or otherwise, except aspermitted under Section 107 or 108 of the 1976 United States Copyright Act, without either the priorwritten permission of the Publisher, or authorization through payment of the appropriate per-copy feeto the Copyright Clearance Center, Inc.

5.2 Summary Measures of Goodness of Fit, 154 5.2.1 Pearson Chi-Square Statistic, Deviance, and Sum-of-Squares, 155 5.2.2 The HosmerLemeshow Tests, 157 5.2.3 Classification Tables, 169 5.2.4 Area Under the Receiver Operating Characteristic Curve, 173 5.2.5 Other Summary Measures, 182 5.3 Logistic Regression Diagnostics, 186

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