The EM Algorithm and Related Statistical Models

DOI10.1201/9780203913055zbMath1051.62001OpenAlexW613321770MaRDI QIDQ4435834

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Publication date: 20 November 2003

Full work available at URL: https://doi.org/10.1201/9780203913055

Mathematics Subject Classification ID

Introductory exposition (textbooks, tutorial papers, etc.) pertaining to statistics (62-01) Introductory exposition (textbooks, tutorial papers, etc.) pertaining to numerical analysis (65-01)

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The multivariate tail-inflated normal distribution and its application in finance ⋮ Maximum Likelihood Estimation of Tobit Factor Analysis for Multivariatet-Distribution ⋮ Compound unimodal distributions for insurance losses ⋮ A modified EM algorithm for mixture models based on Bregman divergence ⋮ Parameter estimation for the Moore-Bilikam distribution under progressive type-II censoring, with application to failure times ⋮ On the nonparametric maximum likelihood estimator for Gaussian location mixture densities with application to Gaussian denoising ⋮ Semi-supervised projected model-based clustering ⋮ Monte Carlo EM algorithm in logistic linear models involving non-ignorable missing data ⋮ Maximum likelihood methods in treating outliers and symmetrically heavy-tailed distributions for nonlinear structural equation models with missing data ⋮ Spatial variability in slash linear modeling with finite second moment ⋮ Skewed factor models using selection mechanisms ⋮ Estimation on Lomax progressive censoring using the EM algorithm ⋮ Predictive risk estimation for the expectation maximization algorithm with Poisson data

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