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bssm

Bayesian Inference of Non-Linear and Non-Gaussian State Space Models

v2.0.3 · Sep 24, 2025 · GPL (>= 2)

Description

Efficient methods for Bayesian inference of state space models via Markov chain Monte Carlo (MCMC) based on parallel importance sampling type weighted estimators (Vihola, Helske, and Franks, 2020, <doi:10.1111/sjos.12492>), particle MCMC, and its delayed acceptance version. Gaussian, Poisson, binomial, negative binomial, and Gamma observation densities and basic stochastic volatility models with linear-Gaussian state dynamics, as well as general non-linear Gaussian models and discretised diffusion models are supported. See Helske and Vihola (2021, <doi:10.32614/RJ-2021-103>) for details.

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3 NOTE
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (14 non-OK)
OK r-devel-linux-x86_64-debian-clang

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OK r-devel-linux-x86_64-debian-gcc

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OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

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OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

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NOTE r-oldrel-macos-arm64

installed package size

  installed size is 34.7Mb
  sub-directories of 1Mb or more:
    data   1.1Mb
    doc    2.8Mb
    libs  30.2Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 35.1Mb
  sub-directories of 1Mb or more:
    data   1.1Mb
    doc    2.8Mb
    libs  30.7Mb
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  7.7Mb
  sub-directories of 1Mb or more:
    data   1.1Mb
    doc    2.8Mb
    libs   3.2Mb
OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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OK r-release-macos-arm64

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OK r-release-macos-x86_64

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OK r-release-windows-x86_64

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Check History

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-oldrel-macos-arm64

installed package size

  installed size is 34.7Mb
  sub-directories of 1Mb or more:
    data   1.1Mb
    doc    2.8Mb
    libs  30.2Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 35.1Mb
  sub-directories of 1Mb or more:
    data   1.1Mb
    doc    2.8Mb
    libs  30.7Mb
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  7.7Mb
  sub-directories of 1Mb or more:
    data   1.1Mb
    doc    2.8Mb
    libs   3.2Mb

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Dependencies Reverse dependencies bayesplot checkmate coda diagis dplyr posterior Rcpp rlang tidyr Ecfun bssm

Version History

new 2.0.3 Mar 9, 2026