Overview
- Presents the state of the art of biostatistics in clinical oncology, covering various topics from design and analysis of modern clinical trials, disease screening, prognostic analysis, and analysis of large-scale molecular data
- Is written by experts in biostatistical methodology and practice in cancer clinical studies
- Sets forth an effective balance between biostatistical methodology and practice
- Includes supplementary material: sn.pub/extras
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Table of contents (25 chapters)
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Front Matter
Keywords
About this book
This book presents the state of the art of biostatistical methods and their applications in clinical oncology. Many methodologies established today in biostatistics have been brought about through its applications to the design and analysis of oncology clinical studies. This field of oncology, now in the midst of evolution owing to rapid advances in biotechnologies and cancer genomics, is becoming one of the most promising disease fields in the shift toward personalized medicine. Modern developments of diagnosis and therapeutics of cancer have also been continuously fueled by recent progress in establishing the infrastructure for conducting more complex, large-scale clinical trials and observational studies. The field of cancer clinical studies therefore will continue to provide many new statistical challenges that warrant further progress in the methodology and practice of biostatistics. This book provides a systematic coverage of various stages of cancer clinical studies. Topics from modern cancer clinical trials include phase I clinical trials for combination therapies, exploratory phase II trials with multiple endpoints/treatments, and confirmative biomarker-based phase III trials with interim monitoring and adaptation. It also covers important areas of cancer screening, prognostic analysis, and the analysis of large-scale molecular data in the era of big data.
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Editors and Affiliations
About the editors
John Crowley, President and CEO, Cancer Research and Biostatistics, johnc@crab.org, 1730 Minor Ave STE 1900 Seattle, WA 98101-1468
Bibliographic Information
Book Title: Frontiers of Biostatistical Methods and Applications in Clinical Oncology
Editors: Shigeyuki Matsui, John Crowley
DOI: https://doi.org/10.1007/978-981-10-0126-0
Publisher: Springer Singapore
eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)
Copyright Information: Springer Nature Singapore Pte Ltd. 2017
Hardcover ISBN: 978-981-10-0124-6Published: 17 October 2017
Softcover ISBN: 978-981-10-9086-8Published: 04 September 2018
eBook ISBN: 978-981-10-0126-0Published: 03 October 2017
Edition Number: 1
Number of Pages: XIII, 438
Number of Illustrations: 89 b/w illustrations
Topics: Statistics for Life Sciences, Medicine, Health Sciences, Statistical Theory and Methods, Statistics for Social Sciences, Humanities, Law