<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Computationally Efficient Maximum Likelihood Identification of
Linear Dynamical Systems</dc:title>
  <dc:title>R package EMLI version 0.3.0</dc:title>
  <dc: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.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Imports: stats</dc:relation>
  <dc:creator>Vytautas Dulskis &lt;vytautas.dulskis@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Vytautas Dulskis [cre, aut],
  Leonidas Sakalauskas [aut]</dc:contributor>
  <dc:rights>GPL-2</dc:rights>
  <dc:date>2025-09-17</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=EMLI</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.EMLI</dc:identifier>
</oai_dc:dc>