Empirical Likelihood Methods in Biomedicine and Health /
Vexler, Albert,
Empirical Likelihood Methods in Biomedicine and Health / by Albert Vexler and Jihnhee Yu. - First edition. - 1 online resource (318 pages) : 42 illustrations, text file, PDF
Includes bibliographical references and index.
Preliminaries. --Basic Ingredients of the Empirical Likelihood.--EL Applying to Bayesian Paradigm. -- EL for probability weighted moments. -- Two group comparison and combining likelihoods for the incomplete data. -- Quantile Comparisons. --Empirical Likelihood for a U-Statistic Constraint. -- --EL Application to Receiver Operating Characteristic Curve analysis. -- Various topics. --
Empirical Likelihood Methods in Biomedicine and Health provides a compendium of nonparametric likelihood statistical techniques in the perspective of health research applications. It includes detailed descriptions of the theoretical underpinnings of recently developed empirical likelihood-based methods. The emphasis throughout is on the application of the methods to the health sciences, with worked examples using real data. The book material is attractive and easily understandable to scientists who are new to the research area and may attract statisticians interested in learning more about advanced nonparametric topics including various modern empirical likelihood methods. The book can be used by graduate students majoring in biostatistics, or in a related field, particularly for those who are interested in nonparametric methods with direct applications in Biomedicine.
9781351001526
MEDICAL / Epidemiology.
Medical informatics--Research--Methodology.
Bioethics--Research--Methodology.
Biology.
Epidemiology.
Mathematical statistics.
Electronic books.
Empirical Likelihood Methods in Biomedicine and Health / by Albert Vexler and Jihnhee Yu. - First edition. - 1 online resource (318 pages) : 42 illustrations, text file, PDF
Includes bibliographical references and index.
Preliminaries. --Basic Ingredients of the Empirical Likelihood.--EL Applying to Bayesian Paradigm. -- EL for probability weighted moments. -- Two group comparison and combining likelihoods for the incomplete data. -- Quantile Comparisons. --Empirical Likelihood for a U-Statistic Constraint. -- --EL Application to Receiver Operating Characteristic Curve analysis. -- Various topics. --
Empirical Likelihood Methods in Biomedicine and Health provides a compendium of nonparametric likelihood statistical techniques in the perspective of health research applications. It includes detailed descriptions of the theoretical underpinnings of recently developed empirical likelihood-based methods. The emphasis throughout is on the application of the methods to the health sciences, with worked examples using real data. The book material is attractive and easily understandable to scientists who are new to the research area and may attract statisticians interested in learning more about advanced nonparametric topics including various modern empirical likelihood methods. The book can be used by graduate students majoring in biostatistics, or in a related field, particularly for those who are interested in nonparametric methods with direct applications in Biomedicine.
9781351001526
MEDICAL / Epidemiology.
Medical informatics--Research--Methodology.
Bioethics--Research--Methodology.
Biology.
Epidemiology.
Mathematical statistics.
Electronic books.