Meta-analysis of binary data using profile likelihood [electronic resource]

• 作者： Böhning, Dankmar.
• 其他作者：
  • Kuhnert, Ronny.
  • Rattanasiri, Sasivimol.
• 其他題名：
  • Interdisciplinary statistics.
• 出版： Boca Raton : CRC Press
• 叢書名： Chapman & Hall/CRC interdisciplinary statistics series
• 主題： Meta-Analysis , Medicine--Research--Evaluation , Social sciences--Statistical methods , Electronic books.
• ISBN： 9781420011333 (electronic bk.) 、 1420011332 (electronic bk.)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: 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; "A Chapman & Hall book."
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• 摘要註: 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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