CRAN/E | FKF

FKF

Fast Kalman Filter

Installation

About

This is a fast and flexible implementation of the Kalman filter and smoother, which can deal with NAs. It is entirely written in C and relies fully on linear algebra subroutines contained in BLAS and LAPACK. Due to the speed of the filter, the fitting of high-dimensional linear state space models to large datasets becomes possible. This package also contains a plot function for the visualization of the state vector and graphical diagnostics of the residuals.

waternumbers.github.io/FKF/
github.com/waternumbers/FKF
Bug report File report

Key Metrics

Version 0.2.5
R ≥ 3.5.0
Published 2024-01-30 87 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks FKF results

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Maintainer

Maintainer

Paul Smith

paul@waternumbers.co.uk

Authors

David Luethi

aut

Philipp Erb

aut

Simon Otziger

aut

Daniel McDonald

aut

Paul Smith

aut / cre

Material

README
NEWS
Reference manual
Package source

In Views

TimeSeries

Vignettes

Fast Kalman Filter

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

FKF archive

Depends

R ≥ 3.5.0

Imports

graphics

Suggests

knitr
rmarkdown
testthat ≥ 3.0.0

Reverse Imports

garma
RcppSMC
tscopula

Reverse Suggests

FKF.SP
highfrequency
sarima