Work

Maximum Likelihood Estimation using the EM Algorithm

Year: 2021

Type: article

Abstract: This paper yields with the Maximum likelihood estimation using the EM algorithm. This algorithm is very used to solve nonlinear equations with missing data. We estimated the linear mixed model parameters and those of the variance-covariance matrix. The considered structure of this matrix is not necessarily linear. Keywords: Algorithm EM; Maximum likelihood; Mixed linear model.

Source: International Journal of Research and Review

DOI: 10.52403/ijrr.20210937

Author: Ahsene Lanani

Institution: University Frères Mentouri Constantine 1

Language: English

Topic: Statistical Methods and Bayesian Inference

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W3201997104

FWCI:

Cites: 9

Cited by: 1

Related to: 10