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: 2025-09-17 19:34:47 UTC; milis
Author: Vytautas Dulskis [cre, aut],
  Leonidas Sakalauskas [aut]
Maintainer: Vytautas Dulskis <vytautas.dulskis@gmail.com>
Repository: CRAN
Date/Publication: 2025-09-17 19:50:02 UTC
Built: R 4.6.0; ; 2026-04-25 18:36:51 UTC; unix
