Modern Statistical Methods for Health Research
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Beschreibung
This book brings together the voices of leading experts in the frontiers of biostatistics, biomedicine, and the health sciences to discuss the statistical procedures, useful methods, and novel applications in biostatistics research. It also includes discussions of potential future directions of biomedicine and new statistical developments for health research, with the intent of stimulating research and fostering the interactions of scholars across health research related disciplines. Topics covered include:
Health data analysis and applications to EHR data Clinical trials, FDR, and applications in health science Big network analytics and its applications in GWAS Survival analysis and functional data analysis Graphical modelling in genomic studies
The book will be valuable to data scientists and statisticians who are working in biomedicine and health, other practitioners in the health sciences, and graduate students and researchers in biostatistics and health.
This book brings together the voices of leading experts in the frontiers of biostatistics, biomedicine, and the health sciences to discuss the statistical procedures, useful methods, and novel applications in biostatistics research. It also includes discussions of potential future directions of biomedicine and new statistical developments for health research, with the intent of stimulating research and fostering the interactions of scholars across health research related disciplines. Topics covered include:
Health data analysis and applications to EHR data
Clinical trials, FDR, and applications in health science
Big network analytics and its applications in GWAS
Survival analysis and functional data analysis
Graphical modelling in genomic studies
The book will be valuable to data scientists and statisticians who are working in biomedicine and health, other practitioners in the health sciences, and graduate students and researchers in biostatistics and health.
Features the significant contributions of many leading statisticians and data scientists to contemporary health sciences Includes a comprehensive review of statistical methods and new approaches in health research to guide the reader in learning efficiently Covers new developments in EHR data analysis, clinical trials, FDR, big network analytics, applications in GWAS, graphical modeling in genomic studies, survival analysis, and functional data analysis Offers innovative statistical procedures, computer program, new data sets, and novel applications in modern health research
Autor*in
Yichuan Zhao
Themen in »Modern Statistical Methods for Health Research«
fluorence image data clinical trial survival analysis gene expression analysis surveillance streams electronic health records clustering methods flase discovery rate Alzheimer's disease classification support vector machine functional data analysis genome-wide association studies classifier biological network