Statistical Testing Strategies in the Health Sciences (ePub)
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This book provides a compendium of statistical approaches for decision making, ranging from graphical methods and classical procedures through computationally intensive bootstrap strategies to advanced empirical likelihood techniques. It bridges the gap between theoretical statistical methods and practical procedures applied to the planning and analysis of health-related experiments. The book covers the underpinnings of appropriate statistical inference in addition to new theoretical methods, open problems, and novel testing procedures. It also offers software routines for a majority of the methods based on R and SAS.
Alan D. Hutson is the chair of biostatistics and bioinformatics at Roswell Park Cancer Institute. He is also the biostatistical, epidemiological, and research design director for SUNY's National Institutes of Health-funded Clinical and Translational Research Award. Dr. Hutson is a fellow of the American Statistical Association, the associate editor of Communications in Statistics and the Sri Lankan Journal of Applied Statistics, and a New York State NYSTAR Distinguished Professor. He has written more than 200 peer-reviewed publications. Dr. Hutson's methodological work focuses on nonparametric methods for
Xiwei Chen is a biostatistician at Johnson & Johnson Vision Care, Inc. She obtained her PhD in biostatistics from SUNY at Buffalo, where her advisor was Dr. Albert Vexler. Dr. Chen is the author or coauthor of more than 10 papers and several book chapters on biostatistical areas concerning statistical approaches related to disease diagnoses. She is also very active as a reviewer for statistical journals. Her research interests include empirical likelihood methods, the receiver operating characteristic curve methodology, and statistical diagnosis and its applications.
- Autoren: Albert Vexler , Alan D. Hutson , Xiwei Chen
- 2017, 703 Seiten, Englisch
- Verlag: Taylor & Francis
- ISBN-10: 1315353016
- ISBN-13: 9781315353012
- Erscheinungsdatum: 19.12.2017
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- Dateiformat: ePub
- Größe: 20 MB
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