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Clinical Trial Data Analysis Using R: (Chapman & Hall/CRC Biostatistics Series)

Clinical Trial Data Analysis Using R: (Chapman & Hall/CRC Biostatistics Series)

          
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About the Book

Too often in biostatistical research and clinical trials, a knowledge gap exists between developed statistical methods and the applications of these methods. Filling this gap, Clinical Trial Data Analysis Using R provides a thorough presentation of biostatistical analyses of clinical trial data and shows step by step how to implement the statistical methods using R. The book's practical, detailed approach draws on the authors' 30 years of real-world experience in biostatistical research and clinical development. Each chapter presents examples of clinical trials based on the authors' actual experiences in clinical drug development. Various biostatistical methods for analyzing the data are then identified. The authors develop analysis code step by step using appropriate R packages and functions. This approach enables readers to gain an understanding of the analysis methods and R implementation so that they can use R to analyze their own clinical trial data. With step-by-step illustrations of R implementations, this book shows how to easily use R to simulate and analyze data from a clinical trial. It describes numerous up-to-date statistical methods and offers sound guidance on the processes involved in clinical trials.

Table of Contents:
Introduction to R What Is R? Steps on Installing R and Updating R Packages R for Clinical Trials A Simple Simulated Clinical Trial Concluding Remarks Overview of Clinical Trials Introduction Phases of Clinical Trials and Objectives The Clinical Development Plan Biostatistical Aspects of a Protocol Treatment Comparisons in Clinical Trials Data from Clinical Trials Statistical Models for Treatment Comparisons Data Analysis in R Treatment Comparisons in Clinical Trials with Covariates Data from Clinical Trials Statistical Models Incorporating Covariates Data Analysis in R Analysis of Clinical Trials with Time-to-Event Endpoints Clinical Trials with Time-to-Event Data Statistical Models Statistical Methods for Right-Censored Data Statistical Methods for Interval-Censored Data Step-by-Step Implementations in R Analysis of Data from Longitudinal Clinical Trials Clinical Trials Statistical Models Analysis of Data from Longitudinal Clinical Trials Sample Size Determination and Power Calculation in Clinical Trials Prerequisites for Sample Size Determination Comparison of Two Treatment Groups with Continuous Endpoints Two Binomial Proportions Time-to-Event Endpoint Design of Group Sequential Trials Longitudinal Trials Relative Changes and Coefficient of Variation: An Extra Meta-Analysis of Clinical Trials Data from Clinical Trials Statistical Models for Meta-Analysis Meta-Analysis of Data in R Bayesian Analysis Methods in Clinical Trials Bayesian Models R Packages in Bayesian Modeling MCMC Simulations Bayesian Data Analysis Analysis of Bioequivalence Clinical Trials Data from Bioequivalence Clinical Trials Bioequivalence Clinical Trial Endpoints Statistical Methods to Analyze Bioequivalence Step-by-Step Implementation in R Analysis of Adverse Events in Clinical Trials Adverse Event Data from a Clinical Trial Statistical Methods Step-by-Step Implementation in R Analysis of DNA Microarrays in Clinical Trials DNA Microarray Breast Cancer Data Bibliography Index Concluding Remarks appear at the end of each chapter.


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Product Details
  • ISBN-13: 9781439840207
  • Publisher: Taylor & Francis Inc
  • Publisher Imprint: CRC Press Inc
  • Depth: 25
  • Height: 234 mm
  • No of Pages: 387
  • Series Title: Chapman & Hall/CRC Biostatistics Series
  • Weight: 714 gr
  • ISBN-10: 1439840202
  • Publisher Date: 14 Dec 2010
  • Binding: Hardback
  • Edition: 1
  • Language: English
  • Returnable: N
  • Spine Width: 25 mm
  • Width: 156 mm


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