Ebook Metaanalysis of Binary Data Using Profile Likelihood Chapman Hall/CRC Interdisciplinary Statistics 9781584886303 Medicine Health Science Books
Download As PDF : Metaanalysis of Binary Data Using Profile Likelihood Chapman Hall/CRC Interdisciplinary Statistics 9781584886303 Medicine Health Science Books
Providing reliable information on an intervention effect, meta-analysis is a powerful statistical tool for analyzing and combining results from individual studies. Meta-Analysis of Binary Data Using Profile Likelihood focuses on the analysis and modeling of a meta-analysis with individually pooled data (MAIPD). It presents a unifying approach to modeling a treatment effect in a meta-analysis of clinical trials with binary outcomes.
After illustrating the meta-analytic situation of an MAIPD with several examples, the authors introduce the profile likelihood model and extend it to cope with unobserved heterogeneity. They describe elements of log-linear modeling, ways for finding the profile maximum likelihood estimator, and alternative approaches to the profile likelihood method. The authors also discuss how to model covariate information and unobserved heterogeneity simultaneously and use the profile likelihood method to estimate odds ratios. The final chapters look at quantifying heterogeneity in an MAIPD and show how meta-analysis can be applied to the surveillance of scrapie.
Containing new developments not available in the current literature, along with easy-to-follow inferences and algorithms, this book enables clinicians to efficiently analyze MAIPDs.
Ebook Metaanalysis of Binary Data Using Profile Likelihood Chapman Hall/CRC Interdisciplinary Statistics 9781584886303 Medicine Health Science Books
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Meta-analysis of Binary Data Using Profile Likelihood (Chapman Hall/CRC Interdisciplinary Statistics) 9781584886303 Medicine Health Science Books @ Dankmar Bohning, Sasivimol Rattanasiri, Ronny Kuhnert,Meta-analysis of Binary Data Using Profile Likelihood (Chapman Hall/CRC Interdisciplinary Statistics),Chapman and Hall/CRC,1584886307,Probability Statistics - General,Medicine - Research - Evaluation,Medicine;Research;Evaluation.,Meta-analysis,Meta-analysis.,Social sciences - Statistical methods,Social sciences;Statistical methods.,Biology, life sciences,Biostatistics,CAMAP; covariate information; EM algorithm; MAIPD; meta-analysis; multicenter clinical trial; profile likelihood method; unobserved heterogeneity,Evaluation,General,MATHEMATICS,MATHEMATICS / Probability Statistics / General,MEDICAL / Biostatistics,Mathematics science,Mathematics/Probability Statistics - General,Medical / Nursing,Medicine,Non-Fiction,Probability Statistics,Research,SCI/TECH,Scholarly/Graduate,Science/Math,Science/Mathematics,Social sciences,Social sciences - Statistical methods,Social sciences;Statistical methods.,Statistical methods,United States,Biostatistics,MATHEMATICS / Probability Statistics / General,MEDICAL / Biostatistics,Mathematics/Probability Statistics - General,Medical / Nursing,Evaluation,Medicine,Research,Social sciences,Statistical methods,Mathematics,Science/Mathematics,Biology, life sciences,Mathematics science,Probability statistics
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