Applied logistic regression. (Record no. 20307)

MARC details
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control field ocn830124707
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control field OCoLC
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20230823112310.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION
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007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 130314s2013 nju ob 001 0 eng
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2013010300
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Description conventions rda
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019 ## -
-- 847619318
-- 858284022
-- 880902971
-- 887905711
-- 961639586
-- 962653090
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781118548356
Qualifying information (ePub)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 1118548353
Qualifying information (ePub)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781118548394
Qualifying information (Adobe PDF)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 1118548396
Qualifying information (Adobe PDF)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781118548417
Qualifying information (MobiPocket)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 1118548418
Qualifying information (MobiPocket)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781118548387
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 1118548388
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 9780470582473
Qualifying information (hardback)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 0470582472
Qualifying information (hardback)
029 1# - (OCLC)
OCLC library identifier AU@
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OCLC library identifier DKDLA
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OCLC library identifier DKDLA
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OCLC library identifier NZ1
System control number 15341655
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OCLC library identifier NZ1
System control number 15549962
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OCLC library identifier DEBBG
System control number BV043395613
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)830124707
Canceled/invalid control number (OCoLC)847619318
-- (OCoLC)858284022
-- (OCoLC)880902971
-- (OCoLC)887905711
-- (OCoLC)961639586
-- (OCoLC)962653090
037 ## - SOURCE OF ACQUISITION
Stock number CL0500000291
Source of stock number/acquisition Safari Books Online
037 ## - SOURCE OF ACQUISITION
Stock number 46DB4358-AA78-46C9-8F7E-43BF7B650FF5
Source of stock number/acquisition OverDrive, Inc.
Note http://www.overdrive.com
042 ## - AUTHENTICATION CODE
Authentication code pcc
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA278.2
072 #7 - SUBJECT CATEGORY CODE
Subject category code MAT
Subject category code subdivision 029030
Source bisacsh
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.5/36
Edition number 23
084 ## - OTHER CLASSIFICATION NUMBER
Classification number MAT029030
Source of number bisacsh
049 ## - LOCAL HOLDINGS (OCLC)
Holding library MAIN
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Hosmer, David W.
245 10 - TITLE STATEMENT
Title Applied logistic regression.
250 ## - EDITION STATEMENT
Edition statement Third edition /
Remainder of edition statement David W. Hosmer, Jr., PhD, Stanley Lemeshow, PhD, Rodney X. Sturdivant, PhD.
264 #1 -
-- Hoboken, New Jersey :
-- Wiley,
-- [2013]
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource.
336 ## -
-- text
-- txt
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-- computer
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-- rdamedia
338 ## -
-- online resource
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-- rdacarrier
490 1# - SERIES STATEMENT
Series statement Wiley series in probability and statistics
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
520 ## - SUMMARY, ETC.
Summary, etc "A new edition of the definitive guide to logistic regression modeling for health science and other applicationsThis thoroughly expanded Third Edition provides an easily accessible introduction to the logistic regression (LR) model and highlights the power of this model by examining the relationship between a dichotomous outcome and a set of covariables. Applied Logistic Regression, Third Edition emphasizes applications in the health sciences and handpicks topics that best suit the use of modern statistical software. The book provides readers with state-of-the-art techniques for building, interpreting, and assessing the performance of LR models. New and updated features include: A chapter on the analysis of correlated outcome data. A wealth of additional material for topics ranging from Bayesian methods to assessing model fit Rich data sets from real-world studies that demonstrate each method under discussion. Detailed examples and interpretation of the presented results as well as exercises throughout Applied Logistic Regression, Third Edition is a must-have guide for professionals and researchers who need to model nominal or ordinal scaled outcome variables in public health, medicine, and the social sciences as well as a wide range of other fields and disciplines"--
-- Provided by publisher.
520 ## - SUMMARY, ETC.
Summary, etc "This Third Edition continues to focus on applications and interpretation of results from fitting regression models to categorical response variables"--
-- Provided by publisher.
588 0# -
-- Print version record and CIP data provided by publisher.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Applied Logistic Regression; Contents; Preface to the Third Edition; 1 Introduction to the Logistic Regression Model; 1.1 Introduction; 1.2 Fitting the Logistic Regression Model; 1.3 Testing for the Significance of the Coefficients; 1.4 Confidence Interval Estimation; 1.5 Other Estimation Methods; 1.6 Data Sets Used in Examples and Exercises; 1.6.1 The ICU Study; 1.6.2 The Low Birth Weight Study; 1.6.3 The Global Longitudinal Study of Osteoporosis in Women; 1.6.4 The Adolescent Placement Study; 1.6.5 The Burn Injury Study; 1.6.6 The Myopia Study; 1.6.7 The NHANES Study.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 1.6.8 The Polypharmacy StudyExercises; 2 The Multiple Logistic Regression Model; 2.1 Introduction; 2.2 The Multiple Logistic Regression Model; 2.3 Fitting the Multiple Logistic Regression Model; 2.4 Testing for the Significance of the Model; 2.5 Confidence Interval Estimation; 2.6 Other Estimation Methods; Exercises; 3 Interpretation of the Fitted Logistic Regression Model; 3.1 Introduction; 3.2 Dichotomous Independent Variable; 3.3 Polychotomous Independent Variable; 3.4 Continuous Independent Variable; 3.5 Multivariable Models; 3.6 Presentation and Interpretation of the Fitted Values.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 3.7 A Comparison of Logistic Regression and Stratified Analysis for 2 x 2 TablesExercises; 4 Model-Building Strategies and Methods for Logistic Regression; 4.1 Introduction; 4.2 Purposeful Selection of Covariates; 4.2.1 Methods to Examine the Scale of a Continuous Covariate in the Logit; 4.2.2 Examples of Purposeful Selection; 4.3 Other Methods for Selecting Covariates; 4.3.1 Stepwise Selection of Covariates; 4.3.2 Best Subsets Logistic Regression; 4.3.3 Selecting Covariates and Checking their Scale Using Multivariable Fractional Polynomials; 4.4 Numerical Problems; Exercises.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 5 Assessing the Fit of the Model5.1 Introduction; 5.2 Summary Measures of Goodness of Fit; 5.2.1 Pearson Chi-Square Statistic, Deviance, and Sum-of-Squares; 5.2.2 The Hosmer-Lemeshow Tests; 5.2.3 Classification Tables; 5.2.4 Area Under the Receiver Operating Characteristic Curve; 5.2.5 Other Summary Measures; 5.3 Logistic Regression Diagnostics; 5.4 Assessment of Fit via External Validation; 5.5 Interpretation and Presentation of the Results from a Fitted Logistic Regression Model; Exercises; 6 Application of Logistic Regression with Different Sampling Models; 6.1 Introduction.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 6.2 Cohort Studies6.3 Case-Control Studies; 6.4 Fitting Logistic Regression Models to Data from Complex Sample Surveys; Exercises; 7 Logistic Regression for Matched Case-Control Studies; 7.1 Introduction; 7.2 Methods For Assessment of Fit in a 1-M Matched Study; 7.3 An Example Using the Logistic Regression Model in a 1-1 Matched Study; 7.4 An Example Using the Logistic Regression Model in a 1-M Matched Study; Exercises; 8 Logistic Regression Models for Multinomial and Ordinal Outcomes; 8.1 The Multinomial Logistic Regression Model.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 8.1.1 Introduction to the Model and Estimation of Model Parameters.
526 ## - STUDY PROGRAM INFORMATION NOTE
Department Social Sciences and Humanities
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Regression analysis.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer adaptive testing.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Logistic regression.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Regression analysis.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element MATHEMATICS
General subdivision Probability & Statistics
-- Regression Analysis.
Source of heading or term bisacsh
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Regression analysis.
Source of heading or term fast
-- (OCoLC)fst01432090
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Regression analysis.
Source of heading or term local
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Lemeshow, Stanley.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Sturdivant, Rodney X.
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Print version:
Main entry heading Hosmer, David W.
Title Applied logistic regression.
Edition Third edition.
Place, publisher, and date of publication Hoboken, New Jersey : Wiley, [2013]
International Standard Book Number 9780470582473
Record control number (DLC) 2013000403
-- (OCoLC)829999551
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Wiley series in probability and statistics.
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://dx.doi.org/10.1002/9781118548387">http://dx.doi.org/10.1002/9781118548387</a>
Public note Wiley Online Library
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-- 92
-- DG1

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