Performance comparison between maximum likelihood estimation and variational method for estimating simple linear regression parameter

Variational estimation method is a deterministic approximation technique which involves Bayesian framework while giving a point estimate instead of the usual Bayesian interval estimation. The linear regression model, which has always been a popular model, can benefit from the implementation of varia...

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Bibliografische gegevens

Hoofdauteurs:	Widyaningsih Yekti, Rizka Hakiim Nur, Siswantining Titin
Formaat:	Artigo
Taal:	Inglês
Gepubliceerd in:	EDP Sciences 2024-01-01
Reeks:	ITM Web of Conferences
Onderwerpen:	bayesian regression maximum likelihood overfitting simulation
Online toegang:	https://www.itm-conferences.org/articles/itmconf/pdf/2024/04/itmconf_iscpms2024_01010.pdf
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