Inference in Hidden Markov Models 2024 pdf epub mobi 電子書 下載

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Inference in Hidden Markov Models pdf epub mobi 著者簡介

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Inference in Hidden Markov Models pdf epub mobi 圖書描述

This book is a comprehensive treatment of inference for hidden Markov models, including both algorithms and statistical theory. Topics range from filtering and smoothing of the hidden Markov chain to parameter estimation, Bayesian methods and estimation of the number of states. In a unified way the book covers both models with finite state spaces and models with continuous state spaces (also called state-space models) requiring approximate simulation-based algorithms that are also described in detail. Many examples illustrate the algorithms and theory. This book builds on recent developments to present a self-contained view.

Inference in Hidden Markov Models 2024 pdf epub mobi 電子書 下載

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發表於2024-12-28

Inference in Hidden Markov Models 2024 pdf epub mobi 電子書 下載

Inference in Hidden Markov Models 2024 pdf epub mobi 電子書 下載

Inference in Hidden Markov Models 2024 pdf epub mobi 電子書 下載

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圖書標籤: Statistics  Mathematics  統計  工具教程  statistics  MachineLearning  Finance  DataScience   

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