Expectation maximization estimates of the offspring probabilities in a class of multitype branching processes with binary family trees

DOI10.1080/08898480.2017.1348723zbMath1409.92021OpenAlexW2772290111MaRDI QIDQ4628605

Nina Daskalova

Publication date: 14 March 2019

Published in: Mathematical Population Studies (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/08898480.2017.1348723

zbMATH Keywords

maximum likelihood estimationcell proliferationexpectation maximization algorithmmultitype branching processesoffspring distribution

Mathematics Subject Classification ID

Applications of graph theory (05C90) Applications of branching processes (60J85) Developmental biology, pattern formation (92C15)

Cites Work

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• An \textit{EM} algorithm for the model fitting of Markovian binary trees
• Maximum likelihood estimation and expectation-maximization algorithm for controlled branching processes
• The EM Algorithm and Extensions, 2E
• Asymptotic Behavior of Cell Populations Described by Two-Type Reducible Age-Dependent Branching Processes With Non-Homogeneous Immigration
• Branching Processes as Models of Progenitor Cell Populations and Estimation of the Offspring Distributions
• Branching processes with terminal types: application to context-free grammars

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