Stochastic Modeling of Scientific Data (Stochastic Modeling Series) 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025

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Peter Guttorp 作者

Chapman & Hall/CRC

譯者

1995-08-01 出版日期

384 頁數

USD 124.95 價格

Hardcover

叢書系列

9780412992810 圖書編碼

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Stochastic Modeling of Scientific Data (Stochastic Modeling Series) 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2025

Stochastic Modeling of Scientific Data (Stochastic Modeling Series) 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2025

Stochastic Modeling of Scientific Data (Stochastic Modeling Series) 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025

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Stochastic Modeling of Scientific Data (Stochastic Modeling Series) 在線電子書著者簡介

Stochastic Modeling of Scientific Data (Stochastic Modeling Series) 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Stochastic Modeling of Scientific Data (Stochastic Modeling Series) 在線電子書圖書描述

Stochastic Modeling of Scientific Data combines stochastic modeling and statistical inference in a variety of standard and less common models, such as point processes, Markov random fields and hidden Markov models in a clear, thoughtful and succinct manner. The distinguishing feature of this work is that, in addition to probability theory, it contains statistical aspects of model fitting and a variety of data sets that are either analyzed in the text or used as exercises. Markov chain Monte Carlo methods are introduced for evaluating likelihoods in complicated models and the forward backward algorithm for analyzing hidden Markov models is presented. The strength of this text lies in the use of informal language that makes the topic more accessible to non-mathematicians. The combinations of hard science topics with stochastic processes and their statistical inference puts it in a new category of probability textbooks. The numerous examples and exercises are drawn from astronomy, geology, genetics, hydrology, neurophysiology and physics.

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