Computational Probability: Algorithms and Applications in the Mathematical Sciences
by John H. Drew

Persian Title: محاسباتی احتمال: الگوریتم ها و برنامه های کاربردی در علوم ریاضی

Summary and Info
Computational probability encompasses data structures and algorithms that have emerged over the past decade that allow researchers and students to focus on a new class of stochastic problems. COMPUTATIONAL PROBABILITY is the first book that examines and presents these computational methods in a systematic manner. The techniques described here address problems that require exact probability calculations, many of which have been considered intractable in the past. The first chapter introduces computational probability analysis, followed by a chapter on the Maple computer algebra system. The third chapter begins the description of APPL, the probability modeling language created by the authors. The book ends with three applicationsbased chapters that emphasize applications in survival analysis and stochastic simulation.The algorithmic material associated with continuous random variables is presented separately from the material for discrete random variables. Four sample algorithms, which are implemented in APPL, are presented in detail: transformations of continuous random variables, products of independent continuous random variables, sums of independent discrete random variables, and order statistics drawn from discrete populations.The APPL computational modeling language gives the field of probability a strong software resource to use for nontrivial problems and is available at no cost from the authors. APPL is currently being used in applications as wideranging as electric power revenue forecasting, analyzing cortical spike trains, and studying the supersonic expansion of hydrogen molecules. Requests for the software have come from fields as diverse as market research, pathology, neurophysiology, statistics, engineering, psychology, physics, medicine, and chemistry.
More About the Author
John H. DeWitt, Jr. (February 20, 1906 – January 25, 1999) was an American pioneer in radio broadcasting, radar astronomy and photometry.
Review and Comments
Rate the Book
Computational Probability: Algorithms and Applications in the Mathematical Sciences 0 out of 5 stars based on 0 ratings.
Your Rating: ☆☆☆☆☆★★★★★
Your Rating: ☆☆☆☆☆★★★★★
دانلود رایگان
EBOOK File
Instant Download
دسترسی به لیب دی ال مخصوص کاربران ایرانی است. لیب دی ال نیاز به تایید هویت شما جهت ارائه لینک دانلود دارد. لطفا
اینجا
را کلیک کنید و با پاسخ به یک سوال، هویت خود را تایید نمایید.