Statistical Methods for Cancer Studies

Statistical Methods for Cancer Studies
Author: Richard G. Cornell
Publisher: CRC Press
Total Pages: 498
Release: 2020-11-26
Genre: Mathematics
ISBN: 1000146480

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This book focuses on public health and epidemiologic aspects of cancer, and explores the sources of information concerning the frequency of occurrence of human cancer. It describes statistical methods useful in studying problems arising in the field of cancer and its concurrent development.

Medical Statistics for Cancer Studies

Medical Statistics for Cancer Studies
Author: Trevor F. Cox
Publisher: CRC Press
Total Pages: 334
Release: 2022-06-23
Genre: Mathematics
ISBN: 1000601102

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Cancer is a dreaded disease. One in two people will be diagnosed with cancer within their lifetime. Medical Statistics for Cancer Studies shows how cancer data can be analysed in a variety of ways, covering cancer clinical trial data, epidemiological data, biological data, and genetic data. It gives some background in cancer biology and genetics, followed by detailed overviews of survival analysis, clinical trials, regression analysis, epidemiology, meta-analysis, biomarkers, and cancer informatics. It includes lots of examples using real data from the author’s many years of experience working in a cancer clinical trials unit. Features: A broad and accessible overview of statistical methods in cancer research Necessary background in cancer biology and genetics Details of statistical methodology with minimal algebra Many examples using real data from cancer clinical trials Appendix giving statistics revision.

Statistical Methods in Cancer Research

Statistical Methods in Cancer Research
Author: N. E. Breslow
Publisher:
Total Pages: 440
Release: 1980
Genre: Language Arts & Disciplines
ISBN:

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Together with Volume I, this work provides a comprehensive account of the major types of studies in cancer epidemiology. Its scope ranges from an account of elementary and descriptive cohort analyses to the fitting of regression models for incidence rates with general risk functions. Particular attention is given to the use of a case-control approach embedded in a cohort study. As in the first volume, all methods are illustrated by examples from real studies, and the data are appended to the text, enabling readers to rework the computations.

Statistical Methods for Survival Trial Design

Statistical Methods for Survival Trial Design
Author: Jianrong Wu
Publisher: CRC Press
Total Pages: 243
Release: 2018-06-14
Genre: Mathematics
ISBN: 0429892934

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Statistical Methods for Survival Trial Design: With Applications to Cancer Clinical Trials Using R provides a thorough presentation of the principles of designing and monitoring cancer clinical trials in which time-to-event is the primary endpoint. Traditional cancer trial designs with time-to-event endpoints are often limited to the exponential model or proportional hazards model. In practice, however, those model assumptions may not be satisfied for long-term survival trials. This book is the first to cover comprehensively the many newly developed methodologies for survival trial design, including trial design under the Weibull survival models; extensions of the sample size calculations under the proportional hazard models; and trial design under mixture cure models, complex survival models, Cox regression models, and competing-risk models. A general sequential procedure based on the sequential conditional probability ratio test is also implemented for survival trial monitoring. All methodologies are presented with sufficient detail for interested researchers or graduate students.

Handbook of Statistics in Clinical Oncology

Handbook of Statistics in Clinical Oncology
Author: John Crowley
Publisher: CRC Press
Total Pages: 642
Release: 2005-12-01
Genre: Mathematics
ISBN: 142002776X

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A compendium of cutting-edge statistical approaches to solving problems in clinical oncology, Handbook of Statistics in Clinical Oncology, Second Edition focuses on clinical trials in phases I, II, and III, proteomic and genomic studies, complementary outcomes and exploratory methods. Cancer Forum called the first edition a