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Time Series Analysis from Basics with R: Kalman Filter, MCMC, Particle Filter (Data Science Library)

Time Series Analysis from Basics with R: Kalman Filter, MCMC, Particle Filter (Data Science Library)

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$88.99 USD
$88.99 USD
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Time Series Analysis from Basics with R: Kalman Filter, MCMC, Particle Filter (Data Science Library)

This comprehensive Japanese textbook, published by Gihyo, Inc. (技術評論社), offers a foundational introduction to Time Series Analysis. It emphasizes practical application, guiding readers through essential concepts and advanced techniques using the R programming language. Key topics covered include detailed explanations and hands-on implementation of Kalman Filters, Markov Chain Monte Carlo (MCMC), and Particle Filters. Designed for data science enthusiasts and practitioners, this book provides a robust understanding of complex time series methodologies, making it an invaluable resource for anyone looking to master these analytical tools. Note: The text is entirely in Japanese. Brand New Japanese Edition.

ISBN 9784774196466 · ISBN-10 4774196460

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