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KFAS

Kalman Filter and Smoother for Exponential Family State Space Models

v1.6.0 · May 26, 2025 · GPL (>= 2)

Description

State space modelling is an efficient and flexible framework for statistical inference of a broad class of time series and other data. KFAS includes computationally efficient functions for Kalman filtering, smoothing, forecasting, and simulation of multivariate exponential family state space models, with observations from Gaussian, Poisson, binomial, negative binomial, and gamma distributions. See the paper by Helske (2017) <doi:10.18637/jss.v078.i10> for details.

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r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
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Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (19)

depends

Dependency Network

Dependencies Reverse dependencies CausalMBSTS MARSS REPS RGAP TSPred cbsREPS mbsts reviser sectorgap tsPI tsgc tspredit walker wex MaddisonData +4 more reverse deps KFAS

Version History

new 1.6.0 Mar 10, 2026
updated 1.6.0 ← 1.5.1 diff May 25, 2025
updated 1.5.1 ← 1.5.0 diff Sep 4, 2023
updated 1.5.0 ← 1.4.6 diff Feb 6, 2023
updated 1.4.6 ← 1.4.5 diff Jun 6, 2021
updated 1.4.5 ← 1.4.4 diff May 9, 2021
updated 1.4.4 ← 1.4.2 diff Jan 20, 2021
updated 1.4.2 ← 1.4.1 diff Jan 13, 2021
updated 1.4.1 ← 1.4.0 diff Dec 7, 2020
updated 1.4.0 ← 1.3.7 diff Dec 6, 2020
updated 1.3.7 ← 1.3.6 diff Jun 9, 2019
updated 1.3.6 ← 1.3.5 diff May 28, 2019
updated 1.3.5 ← 1.3.4 diff Apr 7, 2019
updated 1.3.4 ← 1.3.3 diff Feb 2, 2019
updated 1.3.3 ← 1.3.2 diff Sep 18, 2018
updated 1.3.2 ← 1.3.1 diff May 20, 2018
updated 1.3.1 ← 1.3.0 diff Jan 3, 2018
updated 1.3.0 ← 1.2.9 diff Dec 7, 2017
updated 1.2.9 ← 1.2.8 diff Aug 20, 2017
updated 1.2.8 ← 1.2.6 diff Jun 7, 2017