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Time Series Analysis for the State-Space Model with R/Stan

Junichiro Hagiwara ()
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Junichiro Hagiwara: Hokkaido University, Graduate School / Faculty of Information Science and Technology

in Springer Books from Springer

Date: 2021
ISBN: 978-981-16-0711-0
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Chapters in this book:

Ch Chapter 1 Introduction
Junichiro Hagiwara
Ch Chapter 10 Batch Solution for General State-Space Model
Junichiro Hagiwara
Ch Chapter 11 Sequential Solution for General State-Space Model
Junichiro Hagiwara
Ch Chapter 12 Example of Applied Analysis in General State-Space Model
Junichiro Hagiwara
Ch Chapter 2 Fundamentals of Probability and Statistics
Junichiro Hagiwara
Ch Chapter 3 Fundamentals of Handling Time Series Data with R
Junichiro Hagiwara
Ch Chapter 4 Quick Tour of Time Series Analysis
Junichiro Hagiwara
Ch Chapter 5 State-Space Model
Junichiro Hagiwara
Ch Chapter 6 State Estimation in the State-Space Model
Junichiro Hagiwara
Ch Chapter 7 Batch Solution for Linear Gaussian State-Space Model
Junichiro Hagiwara
Ch Chapter 8 Sequential Solution for Linear Gaussian State-Space Model
Junichiro Hagiwara
Ch Chapter 9 Introduction and Analysis Examples of a Well-Known Component Model in the Linear Gaussian State-Space Model
Junichiro Hagiwara

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Persistent link: https://EconPapers.repec.org/RePEc:spr:sprbok:978-981-16-0711-0

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DOI: 10.1007/978-981-16-0711-0

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