Junichiro Hagiwara

(Author)

Time Series Analysis for the State-Space Model with R/Stan (2021)Paperback - 2021, 1 September 2022

Time Series Analysis for the State-Space Model with R/Stan (2021)
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Print Length
347 pages
Language
English
Publisher
Springer
Date Published
1 Sep 2022
ISBN-10
9811607133
ISBN-13
9789811607134

Description

Provides a comprehensive and concrete illustration for the state-space model
Covers whole solutions through a consistent Bayesian approach: the batch method by MCMC using Stan and sequential ones by Kalman/particle filter using R
Presents advanced topics such as real-time structural change detection with the horseshoe prior

Product Details

Author:
Junichiro Hagiwara
Book Edition:
2021
Book Format:
Paperback
Country of Origin:
NL
Date Published:
1 September 2022
Dimensions:
23.39 x 15.6 x 1.91 cm
ISBN-10:
9811607133
ISBN-13:
9789811607134
Language:
English
Location:
Singapore
Pages:
347
Publisher:
Weight:
508.02 gm

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