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Meta-analysis of binary data using profile likelihood
Record Type:
Language materials, printed : Monograph/item
Title/Author:
Meta-analysis of binary data using profile likelihood/ Dankmar Böhning, Ronny Kuhnert, Sasivimol Rattanasiri.
Author:
Böhning, Dankmar.
other author:
Rattanasiri, Sasivimol.
Published:
Boca Raton :CRC Press, : c2008.,
Description:
1 online resource (xv, 190 p.) :ill. :
Notes:
"A Chapman & Hall book."
Subject:
Social sciences - Statistical methods. -
Online resource:
https://www.taylorfrancis.com/books/9780429141997
ISBN:
9781420011333 (electronic bk.)
Meta-analysis of binary data using profile likelihood
Böhning, Dankmar.
Meta-analysis of binary data using profile likelihood
[electronic resource] /Dankmar Böhning, Ronny Kuhnert, Sasivimol Rattanasiri. - Boca Raton :CRC Press,c2008. - 1 online resource (xv, 190 p.) :ill. - Chapman & Hall/CRC interdisciplinary statistics series. - Interdisciplinary statistics..
"A Chapman & Hall book."
Includes bibliographical references (p. 175-182) and indexes.
Cover; Title; Copyright; Contents; Preface; Abbreviations; CHAPTER 1: Introduction; CHAPTER 2: The basic model; CHAPTER 3: Modeling unobserved heterogeneity; CHAPTER 4: Modeling covariate information; CHAPTER 5: Alternative approaches; CHAPTER 6: Incorporating covariate information and unobserved heterogeneity; CHAPTER 7: Working with CAMAP; CHAPTER 8: Estimation of odds ratio using the profile likelihood; CHAPTER 9: Quantification of heterogeneity in a MAIPD; CHAPTER 10: Scrapie in Europe: a multicountry surveillance study as a MAIPD; APPENDIX A; Bibliography; Author index; Subject index;
Focuses on the analysis and modeling of a meta-analysis with individually pooled data. This book explores alternatives to the profile likelihood method, including approximated likelihood and multilevel models, and shows how the nonparametric profile maximum likelihood estimator can be computed via the EM algorithm with a gradient function update.
ISBN: 9781420011333 (electronic bk.)Subjects--Topical Terms:
558812
Social sciences
--Statistical methods.Index Terms--Genre/Form:
554714
Electronic books.
LC Class. No.: R853.M48 / B64 2008eb
Dewey Class. No.: 610.72/7
Meta-analysis of binary data using profile likelihood
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Dankmar Böhning, Ronny Kuhnert, Sasivimol Rattanasiri.
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Cover; Title; Copyright; Contents; Preface; Abbreviations; CHAPTER 1: Introduction; CHAPTER 2: The basic model; CHAPTER 3: Modeling unobserved heterogeneity; CHAPTER 4: Modeling covariate information; CHAPTER 5: Alternative approaches; CHAPTER 6: Incorporating covariate information and unobserved heterogeneity; CHAPTER 7: Working with CAMAP; CHAPTER 8: Estimation of odds ratio using the profile likelihood; CHAPTER 9: Quantification of heterogeneity in a MAIPD; CHAPTER 10: Scrapie in Europe: a multicountry surveillance study as a MAIPD; APPENDIX A; Bibliography; Author index; Subject index;
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Focuses on the analysis and modeling of a meta-analysis with individually pooled data. This book explores alternatives to the profile likelihood method, including approximated likelihood and multilevel models, and shows how the nonparametric profile maximum likelihood estimator can be computed via the EM algorithm with a gradient function update.
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https://www.taylorfrancis.com/books/9780429141997
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