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Stochastic Modeling of Scientific Data (Stochastic Modeling Series) 2025 pdf epub mobi 电子书

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发表于2025-01-25

Stochastic Modeling of Scientific Data (Stochastic Modeling Series) 2025 pdf epub mobi 电子书

Stochastic Modeling of Scientific Data (Stochastic Modeling Series) 2025 pdf epub mobi 电子书

Stochastic Modeling of Scientific Data (Stochastic Modeling Series) 2025 pdf epub mobi 电子书


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出版者:Chapman & Hall/CRC
作者:Peter Guttorp
出品人:
页数:384
译者:
出版时间:1995-08-01
价格:USD 124.95
装帧:Hardcover
isbn号码:9780412992810
丛书系列:

图书标签: 概率专著   

Stochastic Modeling of Scientific Data (Stochastic Modeling Series) 2025 pdf epub mobi 电子书 图书描述

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.

Stochastic Modeling of Scientific Data (Stochastic Modeling Series) 2025 pdf epub mobi 电子书
Stochastic Modeling of Scientific Data (Stochastic Modeling Series) 2025 pdf epub mobi 电子书
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