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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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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-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
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r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
NOTE 12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 8, 2026
NOTE r-devel-linux-x86_64-debian-gcc

re-building of vignette outputs

Note: skipping ‘sde_model.Rmd’ due to unavailable dependencies: 'sde'
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 2, 2026
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 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
ERROR 10 OK · 3 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/bssm.Rcheck/00install.out' for details.
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
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 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

Reverse Dependencies (1)

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Dependency Network

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

Version History

30 tracked
new 2.0.3 Mar 10, 2026
updated 2.0.3 ← 2.0.2 diff Sep 23, 2025
updated 2.0.2 ← 2.0.1 diff Oct 26, 2023
updated 2.0.1 ← 2.0.0 diff May 3, 2022
updated 2.0.0 ← 1.1.7-1 diff Nov 25, 2021
updated 1.1.7-1 ← 1.1.7 diff Sep 20, 2021
updated 1.1.7 ← 1.1.6 diff Sep 19, 2021
updated 1.1.6 ← 1.1.5 diff Sep 5, 2021
updated 1.1.5 ← 1.1.4 diff Jul 9, 2021
updated 1.1.4 ← 1.1.3-2 diff Apr 12, 2021
updated 1.1.3-2 ← 1.1.3-1 diff Feb 25, 2021
updated 1.1.3-1 ← 1.1.2 diff Feb 21, 2021
updated 1.1.2 ← 1.1.0 diff Feb 7, 2021
updated 1.1.0 ← 1.0.1-1 diff Jan 19, 2021
updated 1.0.1-1 ← 1.0.0 diff Nov 11, 2020