Package: EMLI
Type: Package
Title: Computationally Efficient Maximum Likelihood Identification of
        Linear Dynamical Systems
Version: 0.2.0
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 that represent linear dynamical systems. Currently, one such algorithm is implemented for the one-dimensional cumulative structural equation model with shock-error output measurement equation and assumptions of normality and independence. The corresponding scientific paper is yet to be published, therefore the relevant reference will be provided later.
License: GPL-2
Copyright: Vilnius University Institute of Data Science and Digital
        Technologies
Imports: stats
Encoding: UTF-8
RoxygenNote: 7.2.2
NeedsCompilation: no
Packaged: 2022-11-20 19:27:43 UTC; milis
Author: Vytautas Dulskis [cre, aut],
  Leonidas Sakalauskas [aut]
Maintainer: Vytautas Dulskis <vytautas.dulskis@gmail.com>
Repository: CRAN
Date/Publication: 2022-11-20 19:40:02 UTC
Built: R 4.3.3; ; 2025-01-24 07:06:25 UTC; unix
