Elements of Distribution Theory 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Severini, Thomas A. 作者

译者

2005-8 出版日期

528 页数

$ 107.35 价格

丛书系列

9780521844727 图书编码

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Elements of Distribution Theory 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Elements of Distribution Theory 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Elements of Distribution Theory 在线电子书图书描述

This detailed introduction to distribution theory uses no measure theory, making it suitable for students in statistics and econometrics as well as for researchers who use statistical methods. Good backgrounds in calculus and linear algebra are important and a course in elementary mathematical analysis is useful, but not required. An appendix gives a detailed summary of the mathematical definitions and results that are used in the book. Topics covered range from the basic distribution and density functions, expectation, conditioning, characteristic functions, cumulants, convergence in distribution and the central limit theorem to more advanced concepts such as exchangeability, models with a group structure, asymptotic approximations to integrals, orthogonal polynomials and saddlepoint approximations. The emphasis is on topics useful in understanding statistical methodology; thus, parametric statistical models and the distribution theory associated with the normal distribution are covered comprehensively.

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