Package: EMLI
Type: Package
Title: Computationally Efficient Maximum Likelihood Identification of
        Linear Dynamical Systems
Version: 0.3.0
Authors@R: c(
    person("Vytautas", "Dulskis", email = "vytautas.dulskis@gmail.com", role = c("cre","aut")),
    person("Leonidas", "Sakalauskas", email = "leonidas.sakalauskas@mif.vu.lt", role = "aut"))
Description: Provides implementations of computationally efficient
        maximum likelihood parameter estimation algorithms for models
        representing linear dynamical systems. Currently, two such
        algorithms (one offline and one online) are implemented for the
        single-output cumulative structural equation model with an
        additive-noise output measurement equation and assumptions of
        normality and independence. The corresponding scientific papers
        are referenced in the descriptions of the functions
        implementing these algorithms.
License: GPL-2
Copyright: Vilnius University Institute of Data Science and Digital
        Technologies
Imports: stats
Encoding: UTF-8
RoxygenNote: 7.3.2
NeedsCompilation: no
Packaged: 2026-10-14 08:39:26 UTC; root
Author: Vytautas Dulskis [cre, aut], Leonidas Sakalauskas [aut]
Maintainer: Vytautas Dulskis <vytautas.dulskis@gmail.com>
Repository: https://vy-du.r-universe.dev
Date/Publication: 2025-09-17 20:33:09 UTC
RemoteUrl: https://github.com/cran/EMLI
RemoteRef: HEAD
RemoteSha: a303cef07b2c9e45b6b7e668c17332ae159ca0a7