Accelerating the EM algorithm by smoothing: A special case

DOI10.1016/0893-9659(96)00050-XzbMath0864.65101MaRDI QIDQ5961675

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Publication date: 22 June 1997

Published in: Applied Mathematics Letters (Search for Journal in Brave)

zbMATH Keywords

EM algorithmmaximum likelihood estimationestimateaccelerated convergenceadaptive smoothingEMS algorithmmaximizesmooth algorithm

Mathematics Subject Classification ID

Point estimation (62F10) Iterative numerical methods for linear systems (65F10) Probabilistic methods, stochastic differential equations (65C99)

Related Items (1)

N-stage splitting for maximum penalized likelihood estimation

Cites Work

• Some properties of adding a smoothing step to the EM algorithm
• A hyperplane approach to the EMS algorithm
• Assessing quantification for the EMS algorithm
• On the stabilization inherent in the EMS algorithm
• Existence of EMS Solutions and a Priori Estimates
• A Statistical Model for Positron Emission Tomography
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