EM vs MM: a case study

DOI10.1016/j.csda.2012.05.018zbMath1255.62055OpenAlexW1984767505WikidataQ37127366 ScholiaQ37127366MaRDI QIDQ1927172

Hua Zhou, Yiwen Zhang

Publication date: 30 December 2012

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc3755471

zbMATH Keywords

EM algorithmconvergence rateMM algorithmDirichlet-multinomial distribution

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Point estimation (62F10)

Related Items

Maximum likelihood estimation of triangular and polygonal distributions ⋮ Minorize–maximize algorithm for the generalized odds rate model for clustered current status data

Cites Work

• Unnamed Item
• Unnamed Item
• A quasi-Newton acceleration for high-dimensional optimization algorithms
• The MM alternative to EM
• A mixture of experts model for rank data with applications in election studies
• Mathematical and statistical methods for genetic analysis.
• Overdispersion in allelic counts and \(\theta\)-correction in forensic genetics
• MM algorithms for generalized Bradley-Terry models.
• On the optimal design of genetic variant discovery studies
• The EM Algorithm and Extensions, 2E
• Numerical Analysis for Statisticians
• Fisher Information Matrix of the Dirichlet-multinomial Distribution
• Modelling Overdispersion in Toxicological Mortality Data Grouped over Time
• A Maximization Technique Occurring in the Statistical Analysis of Probabilistic Functions of Markov Chains