Bayesian Computational Methods In Biomedical Research
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Computational Methods In Biomedical Research
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Author : Ravindra Khattree
language : en
Publisher: CRC Press
Release Date : 2007-12-12
Computational Methods In Biomedical Research written by Ravindra Khattree and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-12-12 with Mathematics categories.
Continuing advances in biomedical research and statistical methods call for a constant stream of updated, cohesive accounts of new developments so that the methodologies can be properly implemented in the biomedical field. Responding to this need, Computational Methods in Biomedical Research explores important current and emerging computational statistical methods that are used in biomedical research. Written by active researchers in the field, this authoritative collection covers a wide range of topics. It introduces each topic at a basic level, before moving on to more advanced discussions of applications. The book begins with microarray data analysis, machine learning techniques, and mass spectrometry-based protein profiling. It then uses state space models to predict US cancer mortality rates and provides an overview of the application of multistate models in analyzing multiple failure times. The book also describes various Bayesian techniques, the sequential monitoring of randomization tests, mixed-effects models, and the classification rules for repeated measures data. The volume concludes with estimation methods for analyzing longitudinal data. Supplying the knowledge necessary to perform sophisticated statistical analyses, this reference is a must-have for anyone involved in advanced biomedical and pharmaceutical research. It will help in the quest to identify potential new drugs for the treatment of a variety of diseases.
Bayesian Computational Methods In Biomedical Research
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Author : Hedibert Freitas Lopes
language : en
Publisher:
Release Date : 2007
Bayesian Computational Methods In Biomedical Research written by Hedibert Freitas Lopes and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Mathematical statistics categories.
Applied Bayesian Hierarchical Methods
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Author : Peter D. Congdon
language : en
Publisher: CRC Press
Release Date : 2010-05-19
Applied Bayesian Hierarchical Methods written by Peter D. Congdon and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-05-19 with Mathematics categories.
The use of Markov chain Monte Carlo (MCMC) methods for estimating hierarchical models involves complex data structures and is often described as a revolutionary development. An intermediate-level treatment of Bayesian hierarchical models and their applications, Applied Bayesian Hierarchical Methods demonstrates the advantages of a Bayesian approach
Design And Analysis Of Bridging Studies
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Author : Jen-pei Liu
language : en
Publisher: CRC Press
Release Date : 2012-07-26
Design And Analysis Of Bridging Studies written by Jen-pei Liu and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-07-26 with Mathematics categories.
As the development of medicines has become more globalized, the geographic variations in the efficacy and safety of pharmaceutical products need to be addressed. To accelerate the product development process and shorten approval time, researchers are beginning to design multiregional trials that incorporate subjects from many countries around the w
Biostatistics A Computing Approach
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Author : Stewart Anderson
language : en
Publisher: CRC Press
Release Date : 2011-12-20
Biostatistics A Computing Approach written by Stewart Anderson and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-12-20 with Mathematics categories.
The emergence of high-speed computing has facilitated the development of many exciting statistical and mathematical methods in the last 25 years, broadening the landscape of available tools in statistical investigations of complex data. Biostatistics: A Computing Approach focuses on visualization and computational approaches associated with both mo
Medical Biostatistics
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Author : Abhaya Indrayan
language : en
Publisher: CRC Press
Release Date : 2012-08-07
Medical Biostatistics written by Abhaya Indrayan and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-08-07 with Mathematics categories.
Encyclopedic in breadth, yet practical and concise, Medical Biostatistics, Third Edition focuses on the statistical aspects of medicine with a medical perspective, showing the utility of biostatistics as a tool to manage many medical uncertainties. The author concludes "Just as results of medical tests, statistical results can be false negative or
Adaptive Design Methods In Clinical Trials
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Author : Shein-Chung Chow
language : en
Publisher: CRC Press
Release Date : 2011-12-01
Adaptive Design Methods In Clinical Trials written by Shein-Chung Chow and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-12-01 with Mathematics categories.
With new statistical and scientific issues arising in adaptive clinical trial design, including the U.S. FDA's recent draft guidance, a new edition of one of the first books on the topic is needed. Adaptive Design Methods in Clinical Trials, Second Edition reflects recent developments and regulatory positions on the use of adaptive designs in clini
Encyclopaedic Companion To Medical Statistics
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Author : Brian S. Everitt
language : en
Publisher: John Wiley & Sons
Release Date : 2011-06-20
Encyclopaedic Companion To Medical Statistics written by Brian S. Everitt and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-06-20 with Medical categories.
Statistical methodology is of great importance to medical research and clinical practice. The Encyclopaedic Companion to Medical Statistics contains readable accounts of the key topics central to current research and practice. Each entry has been written by an individual chosen for both their expertise in the field and their ability to communicate statistical concepts successfully to medical researchers. Real examples from the biomedical literature and relevant illustrations feature in many entries and extensive cross–referencing signposts the reader to related entries. Key Features: Contains accounts of over 400 statistical topics central to current medical research. 80% of first edition entries updated and revised. Presents the latest techniques used at the cutting edge of medical research. Covers common errors in statistical analyses in medicine. Real examples from the biomedical literature and relevant illustrations feature throughout. Contains contributions from over 70 experts in the field. Medical researchers, researchers and practitioners in medical research and statistics will benefit greatly from this book.
Clinical Trial Methodology
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Author : Karl E. Peace
language : en
Publisher: CRC Press
Release Date : 2010-07-20
Clinical Trial Methodology written by Karl E. Peace and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-07-20 with Mathematics categories.
Now viewed as its own scientific discipline, clinical trial methodology encompasses the methods required for the protection of participants in a clinical trial and the methods necessary to provide a valid inference about the objective of the trial. Drawing from the authors' courses on the subject as well as the first author's more than 30 years wor
Design And Analysis Of Clinical Trials With Time To Event Endpoints
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Author : Karl E. Peace
language : en
Publisher: CRC Press
Release Date : 2009-04-23
Design And Analysis Of Clinical Trials With Time To Event Endpoints written by Karl E. Peace and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-04-23 with Mathematics categories.
Using time-to-event analysis methodology requires careful definition of the event, censored observation, provision of adequate follow-up, number of events, and independence or "noninformativeness" of the censoring mechanisms relative to the event. Design and Analysis of Clinical Trials with Time-to-Event Endpoints provides a thorough presentation o