Data Analysis 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Brandt, Siegmund 作者

Gowan, Glen 译者

1998-11 出版日期

692 页数

$ 129.95 价格

丛书系列

9780387984988 图书编码

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发表于2024-11-13

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Data Analysis 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Bridging the gap between statistical theory and physical experiment, this is a thorough introduction to the statistical methods used in the experimental physical sciences and to the numerical methods used to implement them. The treatment emphasises concise but rigorous mathematics but always retains its focus on applications. Readers are assumed to have a sound basic knowledge of differential and integral calculus and some knowledge of vectors and matrices. After an introduction to probability, random variables, computer generation of random numbers and important distributions, the book turns to statistical samples, the maximum likelihood method, and the testing of statistical hypotheses. The discussion concludes with several important statistical methods: least squares, analysis of variance, polynomial regression, and analysis of time series. Appendices provide the necessary methods of matrix algebra, combinatorics, and many sets of useful algorithms and formulae.

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