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.
| Version: | 0.3.0 |
| Imports: | stats |
| Published: | 2025-09-17 |
| DOI: | 10.32614/CRAN.package.EMLI |
| Author: | Vytautas Dulskis [cre, aut], Leonidas Sakalauskas [aut] |
| Maintainer: | Vytautas Dulskis <vytautas.dulskis at gmail.com> |
| License: | GPL-2 |
| Copyright: | Vilnius University Institute of Data Science and Digital Technologies |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | EMLI results |
| Reference manual: | EMLI.html , EMLI.pdf |
| Package source: | EMLI_0.3.0.tar.gz |
| Windows binaries: | r-devel: EMLI_0.3.0.zip, r-release: EMLI_0.3.0.zip, r-oldrel: EMLI_0.3.0.zip |
| macOS binaries: | r-release (arm64): EMLI_0.3.0.tgz, r-oldrel (arm64): EMLI_0.3.0.tgz, r-release (x86_64): EMLI_0.3.0.tgz, r-oldrel (x86_64): EMLI_0.3.0.tgz |
| Old sources: | EMLI archive |
Please use the canonical form https://CRAN.R-project.org/package=EMLI to link to this page.
Need a high-speed mirror for your open-source project?
Contact our mirror admin team at info@clientvps.com.
This archive is provided as a free public service to the community.
Proudly supported by infrastructure from VPSPulse , RxServers , BuyNumber , UnitVPS , OffshoreName and secure payment technology by ArionPay.