Some properties of adding a smoothing step to the EM algorithm

DOI10.1016/0167-7152(92)90015-WzbMath0692.65082OpenAlexW1990774149MaRDI QIDQ583872

Douglas W. Nychka

Publication date: 1990

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/0167-7152(92)90015-w

zbMATH Keywords

EM algorithmconvergence rateimage analysispenalized likelihoodsmoothing step

Mathematics Subject Classification ID

Point estimation (62F10) Probabilistic methods, stochastic differential equations (65C99)

Related Items (10)

Assessing quantification for the EMS algorithm ⋮ Estimation of HIV seroconversion and effects of age in the San Francisco homosexual population ⋮ A note on density estimation for Poisson mixtures ⋮ A three-state disease model with interval-censored data: Estimation and applications to AIDS and cancer ⋮ A Particle Method for Solving Fredholm Equations of the First Kind ⋮ Estimating survival curves with left truncated and interval censored data via the ems algorithm ⋮ Accelerating the EM algorithm by smoothing: A special case ⋮ On spectral radii of matrices governing some numerical estimating algorithms with incomplete data ⋮ Characterization of HIV infection and seroconversion by a stochastic model of the HIV epidemic ⋮ A new smoothing-regularization approach for a maximum-likelihood estimation problem

Cites Work

• A statistical perspective on ill-posed inverse problems (with discussion)
• Further results on the consistent directions of least squares estimators
• A Statistical Model for Positron Emission Tomography
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