دانلود کتاب Bayesian Probability Theory: Applications in the Physical Sciences

Name: Bayesian Probability Theory: Applications in the Physical Sciences
Availability: InStock
Author: Wolfgang von der Linden
ISBN: 1107035902,9781107035904

by Wolfgang von der Linden, Volker Dose, Udo von Toussaint

عنوان فارسی: نظریه احتمالات بیزی: کاربرد در علوم فیزیکی
ناشر: Cambridge University Press
سال: 2014
ویرایش: 1
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 649-650
شابک: 1107035902,9781107035904
نوع فایل: DJVU دانلود نرم افزار مطالعه
حجم: 6.64 مگابایت

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جزییات کتاب

From the basics to the forefront of modern research, this book presents all aspects of probability theory, statistics and data analysis from a Bayesian perspective for physicists and engineers. The book presents the roots, applications and numerical implementation of probability theory, and covers advanced topics such as maximum entropy distributions, stochastic processes, parameter estimation, model selection, hypothesis testing and experimental design. In addition, it explores state-of-the art numerical techniques required to solve demanding real-world problems. The book is ideal for students and researchers in physical sciences and engineering