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Edwards, Robert V. 作者

World Scientific Pub Co Inc

译者

出版日期

140 页数

$ 42.94 价格

HRD

丛书系列

9789812568342 图书编码

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发表于2024-11-29

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Processing Random Data 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Two features of Processing Random Data differentiate it from other similar books: the focus on computing the reproducibility error for statistical measurements, and its comprehensive coverage of Maximum Likelihood parameter estimation techniques. The book is useful for dealing with situations where there is a model relating to the input and output of a process, but with a random component, which could be noise in the system or the process itself could be random, like turbulence. Parameter estimation techniques are shown for many different types of statistical models, including joint Gaussian. The Cramer?Rao bounds are described as useful estimates of reproducibility errors. Finally, using an example with a random sampling of turbulent flows that can occur when using laser anemometry the book also explains the use of conditional probabilities.

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