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.
Handbook of Computer Vision Algorithms in Image Algebra
Image algebra is a comprehensive, unifying theory of image transformations, image analysis, and image understanding. In 1996, the bestselling first edition of the Handbook of Computer Vision Algorithms in Image Algebra introduced engineers, scientists, and students to this powerful tool, its basic concepts, and its use in the concise...
Solving Problems in Scientific Computing Using Maple and MATLAB®
From the reviews: ".. An excellent reference on undergraduate mathematical computing." (American Mathematical Monthly) "... manuals for such systems (Maple and MATLAB) tend to use trivial examples, making it difficult for new users of such systems to quickly apply their power to real problems. The authors have written a good book...
Circuit Analysis II With Matlab Applications
This text is written for use in a second course in circuit analysis. The reader of this book should have
the traditional undergraduate knowledge of an introductory circuit analysis material such as Circuit
Analysis I with MATLAB® Applications by this author. Another prerequisite would be knowledge of
differential equations, and... Raspberry Pi Networking Cookbook
Computer expert or enthusiast, this cookbook will help you use your Raspberry Pi to enhance your existing network. From sharing media across devices to deploying your own web portal, you'll be amazed at what can be achieved.
Learn how to install, administer, and maintain your...
Numerical Methods for Engineers and Scientists Using MATLAB®
Designed to benefit scientific and engineering applications, Numerical Methods for Engineers and Scientists Using MATLAB® focuses on the fundamentals of numerical methods while making use of MATLAB software. The book introduces MATLAB early on and incorporates it throughout the chapters to perform symbolic,...