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Emerging Topics in Statistics and Biostatistics
cover

Statistical Modeling in Biomedical Research

Contemporary Topics and Voices in the Field

Editors: Zhao, Yichuan, Chen, Ding-Geng (Din) (Eds.)

  • Features the contributions of leading experts in the statistical modeling and analysis in biostatistics and bioinformatics
  • Includes a foundational overview of modeling in biomedical research to guide the reader in learning efficiently
  • Covers new advances in machine learning, GWAS data analysis, next generation sequence analysis, and survival analysis in the big data era
  • Includes innovative statistical methods and applications in biomedical research
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書籍の購入

イーブック ¥12,354
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • イーブック版は、まもなく発売予定です。
  • 予定日: April 14, 2020
  • ISBN 978-3-030-33416-1
  • ウォーターマーク付、 DRMフリー
  • ファイル形式:
  • どの電子書籍リーダーからでもすぐにお読みいただけます。
ハードカバー ¥15,443
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • 予定日: April 14, 2020
  • ISBN 978-3-030-33415-4
  • 個人のお客様には、世界中どこでも配送料無料でお届けします。
この書籍について

This edited collection discusses the emerging topics in statistical modeling for biomedical research. Leading experts in the frontiers of biostatistics and biomedical research discuss the statistical procedures, useful methods, and their novel applications in biostatistics research. Interdisciplinary in scope, the volume as a whole reflects the latest advances in statistical modeling in biomedical research, identifies impactful new directions, and seeks to drive the field forward. It also fosters the interaction of scholars in the arena, offering great opportunities to stimulate further collaborations. This book will appeal to industry data scientists and statisticians, researchers, and graduate students in biostatistics and biomedical science. It covers topics in:

  • Next generation sequence data analysis
  • Deep learning, precision medicine, and their applications
  • Large scale data analysis and its applications
  • Biomedical research and modeling
  • Survival analysis with complex data structure and its applications.

著者について

Professor Yichuan Zhao is a professor of statistics at Georgia State University. He has a joint appointment as associate member of the Neuroscience Institute, and he is also an affiliated faculty member at the School of Public Health at Georgia State University.  His current research interests focus on survival analysis, empirical likelihood method, nonparametric statistics, statistical analysis of ROC curves, bioinformatics, Monte Carlo methods, high-dimensional data analysis, and statistical modeling of fuzzy systems. He has published over 90 research articles in statistics and has co-edited three books on statistics, biostatistics & data science. In addition, he has been invited to deliver more than 180 research talks nationally and internationally. Dr. Zhao has organized the Workshop Series on Biostatistics and Bioinformatics since its initiation in 2012. He also organized the 25th ICSA Applied Statistics Symposium in Atlanta as a chair of the organizing committee to great success. He is currently serving as associate editor, or on the editorial board, for several statistical journals. Dr. Zhao is an elected member of the International Statistical Institute. 

Professor (Din) Ding-Geng Chen is a fellow of the American Statistical Association and currently the Wallace H. Kuralt Distinguished Professor at the University of North Carolina at Chapel Hill, and an extra-ordinary professor at the University of Pretoria. 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 consultant for biopharmaceutical and government agencies, with extensive expertise in clinical trial biostatistics and public health statistics. Professor Chen has written more than 200 refereed publications and has co-authored/co-edited 28 books on clinical trial methodology, meta-analysis, causal inference, and public health statistics. 

書籍の購入

イーブック ¥12,354
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • イーブック版は、まもなく発売予定です。
  • 予定日: April 14, 2020
  • ISBN 978-3-030-33416-1
  • ウォーターマーク付、 DRMフリー
  • ファイル形式:
  • どの電子書籍リーダーからでもすぐにお読みいただけます。
ハードカバー ¥15,443
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • 予定日: April 14, 2020
  • ISBN 978-3-030-33415-4
  • 個人のお客様には、世界中どこでも配送料無料でお届けします。
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書誌情報

Bibliographic Information
Book Title
Statistical Modeling in Biomedical Research
Book Subtitle
Contemporary Topics and Voices in the Field
Editors
  • Yichuan Zhao
  • Ding-Geng (Din) Chen
Series Title
Emerging Topics in Statistics and Biostatistics
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
イーブック ISBN
978-3-030-33416-1
DOI
10.1007/978-3-030-33416-1
ハードカバー ISBN
978-3-030-33415-4
Series ISSN
2524-7735
Edition Number
1
Number of Pages
XVII, 495
Number of Illustrations
27 b/w illustrations, 78 illustrations in colour
Topics