An \textit{EM} algorithm for the model fitting of Markovian binary trees
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Publication:1615204
DOI10.1016/j.csda.2013.08.015zbMath1471.62088OpenAlexW2017835891MaRDI QIDQ1615204
Sophie Hautphenne, Mark Fackrell
Publication date: 2 November 2018
Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.csda.2013.08.015
Computational methods for problems pertaining to statistics (62-08) Point estimation (62F10) Markov processes: estimation; hidden Markov models (62M05) Branching processes (Galton-Watson, birth-and-death, etc.) (60J80)
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Cites Work
- Lyapunov exponents for branching processes in a random environment: the effect of information
- An EM algorithm for estimation in Markov-modulated Poisson processes
- On the convergence properties of the EM algorithm
- Estimation of the variance of a branching process
- Transient Markov arrival processes
- An EM algorithm for batch Markovian arrival processes and its comparison to a simpler estimation procedure
- Computing multiple integrals involving matrix exponentials
- The EM Algorithm and Extensions, 2E
- Estimation of Space–Time Branching Process Models in Seismology Using an EM–Type Algorithm
- On non-uniqueness of representations of phase-type distributions
- Remarks on efficiency in estimation for branching processes
- On estimating the variance of the offspring distribution in a simple branching process
- Estimation of the mean and the initial probabilities of a branching process
- An EM Algorithm for Markov Modulated Markov Processes
- On identifiability and order of continuous-time aggregated Markov chains, Markov-modulated Poisson processes, and phase-type distributions
- Markov Aging Process and Phase-Type Law of Mortality
- Marked point processes as limits of Markovian arrival streams
- Computer Performance Evaluation. Modelling Techniques and Tools
- Estimation theory for growth and immigration rates in a multiplicative process
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