Statistics in Theory and Practice 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Lupton, Robert 作者

Princeton Univ Pr

译者

1993-7 出版日期

200 页数

$ 84.75 价格

HRD

丛书系列

9780691074290 图书编码

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发表于2024-11-10

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Statistics in Theory and Practice 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Statistics in Theory and Practice 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Aimed at a diverse scientific audience, including physicists, astronomers, chemists, geologists, and economists, this book explains the theory underlying the classical statistical methods. Its level is between introductory "how to" texts and intimidating mathematical monographs. A reader without previous exposure to statistics will finish the book with a sound working knowledge of statistical methods, while a reader already familiar with the standard tests will come away with an understanding of their strengths, weaknesses, and domains of applicability. The mathematical level is that of an advanced undergraduate; for example, matrices and Fourier analysis are used where appropriate. Among the topics covered are common probability distributions; sampling and the distribution of sampling statistics; confidence intervals, hypothesis testing, and the theory of tests; estimation (including maximum likelihood); goodness of fit (including c2 and Kolmogorov-Smirnov tests); and non-parametric and rank tests. There are nearly one hundred problems (with answers) designed to bring out points in the text and to cover topics slightly outside the main line of development.

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