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【2013】Probability and Statistical Theory for Applied Researchers
Book 图书名称：Probability and Statistical Theory for Applied Researchers
Author 作者： Thomas Wake Epps
Publisher 出版社： World Scientific Publishing Company
Page 页数：828
Publishing Date 出版时间： Oct 20, 2013
Language 语言： English
Size 大小： 5 MB
Format 格式： pdf 文字版
ISBN: 9814513156, 9789814513159
Edition: 第1版 搜索过论坛，没有该文档
This book presents the theory of probability and mathematical statistics at a level suitable for researchers at the frontiers of applied disciplines. Examples and exercises make essential concepts in measure theory and analysis accessible to those with preparation limited to vector calculus. Complete, detailed solutions to all the exercises demonstrate techniques of problem solving and provide immediate feedback.
Part I, The Theory of Probability, starts with elementary set theory and proceeds through basic measure and probability, random variables, integration and mathematical expectation. It concludes with an extensive survey of models for distributions of random variables. Part II, The Theory of Statistics, begins with sampling theory and distribution theory for statistics from normal populations, proceeds to asymptotic (large-sample) theory, and on to point and interval estimation and tests of parametric hypotheses. The last three chapters cover tests of nonparametric hypotheses, Bayesian methods, and linear and nonlinear regression.
Researchers and graduate students in applied fields such as actuarial science, biostatistics, economics, finance, mathematical psychology, and systems engineering will find this book to be a valuable learning tool and an essential reference.
== Table of contents ==
n/a
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