mbsts: Multivariate Bayesian Structural Time Series

Tools for data analysis with multivariate Bayesian structural time series (MBSTS) models. Specifically, the package provides facilities for implementing general structural time series models, flexibly adding on different time series components (trend, season, cycle, and regression), simulating them, fitting them to multivariate correlated time series data, conducting feature selection on the regression component.

Package details

AuthorJinwen Qiu <qjwsnow_ctw@hotmail.com>, Ning Ning <patricianing@gmail.com>
MaintainerNing Ning <patricianing@gmail.com>
LicenseLGPL-2.1
Version3.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("mbsts")

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mbsts documentation built on Jan. 7, 2023, 9:07 a.m.