New Advances in Statistics and Data Science -

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Editeur : Springer International Publishing Ag

Langue : Anglais

Parution : 01/06/2019

Format : Moyen, de 350g à 1kg

Nombre de pages : 372

Expédition : 563

Dimensions : 23.5 x 15.5 x 2.1

ISBN : 9783319887760

Résumé :
Presents timely discussions on methodological developments and real-world applications, with particular respect to big data analytics

Explores new frontiers of statistical modeling and advanced biostatistical methods

Data and computer programs to be publicly available to replicate the model of development

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Biographie:

Ding-Geng Chen is a Fellow of the American Statistical Association and is currently the Wallace Kuralt distinguished professor at the University of North Carolina at Chapel Hill. He was a professor at the University of Rochester and the Karl E. Peace endowed eminent scholar chair in biostatistics at Georgia Southern University. He is also a senior statistics consultant for biopharmaceuticals and government agencies with extensive expertise in Monte-Carlo simulations, clinical trial biostatistics and public health statistics. Professor Chen has more than 100 referred professional publications, has co-authored and co-edited six books on clinical trial methodology, meta-analysis and public health applications, and has been invited nationally and internationally to give speeches on his research. Professor Chen was honored with the Award of Recognition in 2014 by the Deming Conference Committee for highly successful advanced biostatistics workshop tutorials with his books.

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Zhezhen Jin is a Professor of Biostatistics at Columbia University. His research interests?in statistics include survival analysis, resampling methods, longitudinal data analysis,?and nonparametric and semiparametric models. Dr. Jin has collaborated on research in the areas of cardiology, neurology, hematology, oncology and epidemiology. He is a founding editor-in-chief of Contemporary Clinical Trials Communications , serves as an associate editor for Lifetime Data Analysis , Contemporary Clinical Trials , and Communications for Statistical Applications and Methods, and is on the editorial board for Kidney International , the Journal of the International Society for Nephrology. Dr. Jin has published over 150 peer-reviewed research papers in statistical and medical journals, and is also a Fellow of the American Statistical Association.

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Gang Li is a Professor of Biostatistics and Biomathematics at the University of Californiaat Los Angeles (UCLA) and the Director of UCLA's Jonsson Comprehensive Cancer Center Biostatistics Shared Resource. His research interests include survival analysis, longitudinal data analysis, high dimensional and OMICs data analysis, clinical trials, and evaluation and development of biomarkers. He has published over 100 papers in a wide variety of prestigious journals such as the Annals of Statistics, the Journal of the American Statistical Association, Journal of the Royal Statistical Society: Series B, Biometrika, and Biometrics. He is an Elected Fellow of the Institute of Mathematics, the American Statistical Association, and the Royal Statistical Society, as well as an Elected Member of the International Statistics Institute. He has been serving on the editorial board of several statistical journals including Biometrics . Dr. Li has been active in collaborating with researchers in basic science, translational research, and clinical trials,and has been a statistics Principal Investigator for multiple NIH funded projects.

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Yi Li is a Professor of Biostatistics and Global Public Health at the University of Michigan School of Public Health (UM-SPH). He is currently the Director of China Initiatives at UM-SPH, and served as the Director of Kidney Epidemiology and Cost Center at the University of Michigan from 2011-2016. Dr. Li is an Elected Fellow of the American Statistical Association, and is serving as Associate Editor for several major statistical journals, including the Journal of the American Statistical Association , the Scandinavian Journal of Statistics , and . His current research interests are survival analysis, longitudinal and correlated data a...

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