PhFit: A general phase-type fitting tool. PhFit, a new Phase-type fitting tool is presented in this paper. The presented tool is novel from several aspects. It allows for approximating distributions or set of samples not only by continuous but by discrete Phase-type distributions as well. The implemented algorithms separate the fitting of the body and the tail part of the distribution which results in satisfactory fitting also for heavy-tail distributions. Moreover, PhFit allows the user to choose the distance measure according to which the fitting is performed.

References in zbMATH (referenced in 24 articles , 1 standard article )

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  1. Briat, Corentin; Khammash, Mustafa: Ergodicity analysis and antithetic integral control of a class of stochastic reaction networks with delays (2020)
  2. Legros, Benjamin: M/G/(1) queue with event-dependent arrival rates (2018)
  3. Juan F. Pérez; Daniel F. Silva; Julio C. Góez; Andrés Sarmiento; Andrés Sarmiento-Romero; Raha Akhavan-Tabatabaei; Germán Riaño: Algorithm 972: jMarkov: An Integrated Framework for Markov Chain Modeling (2017) not zbMATH
  4. Pérez, Juan F.; Silva, Daniel F.; Góez, Julio C.; Sarmiento, Andrés; Sarmiento-Romero, Andrés; Akhavan-Tabatabaei, Raha; Riaño, Germán: Algorithm 972: jMarkov: an integrated framework for Markov chain modeling (2017)
  5. Axelson-Fisk, Marina: Comparative gene finding. Models, algorithms and implementation (2015)
  6. Buchholz, Peter; Felko, Iryna: PH-graphs for analyzing shortest path problems with correlated traveling times (2015)
  7. Govorun, Maria; Latouche, Guy; Loisel, Stéphane: Phase-type aging modeling for health dependent costs (2015)
  8. Angius, Alessio; Horváth, András; Halawani, Sami M.; Barukab, Omar; Ahmad, Ab Rahman; Balbo, Gianfranco: Constructing matrix exponential distributions by moments and behavior around zero (2014)
  9. Govorun, Maria; Latouche, Guy: Modeling the effect of health: phase-type approach (2014)
  10. M. Asghari, Naser; den Iseger, Peter; Mandjes, Michael: Numerical techniques in Lévy fluctuation theory (2014)
  11. Slud, Eric V.; Suntornchost, Jiraphan: Parametric survival densities from phase-type models (2014)
  12. Colledani, Marcello; Gershwin, Stanley B.: A decomposition method for approximate evaluation of continuous flow multi-stage lines with general Markovian machines (2013)
  13. Brandwajn, Alexandre; Begin, Thomas: A recurrent solution of (PH/M/c/N)-like and (PH/M/c)-like queues (2012)
  14. Reinecke, Philipp; Krauß, Tilman; Wolter, Katinka: Cluster-based fitting of phase-type distributions to empirical data (2012)
  15. Abdelkader, Yousry H.: A Laplace transform method for order statistics from nonidentical random variables and its application in phase-type distribution (2011)
  16. Colledani, Marcello; Tolio, Tullio: Performance evaluation of transfer lines with general repair times and multiple failure modes (2011)
  17. Éltető, T.; Telek, M.: Numerical analysis of M/G/1 type queueing systems with phase type transition structure (2008)
  18. Boute, Robert N.; Disney, Stephen M.; Lambrecht, Marc R.; Van Houdt, Benny: An integrated production and inventory model to dampen upstream demand variability in the supply chain (2007)
  19. Horváth, Gábor; Telek, Miklós: A canonical representation of order 3 phase type distributions (2007)
  20. Phanse, Kaustubh S.; Bhat, Aniket; DaSilva, Luiz A.: Modeling and evaluation of a policy provisioning architecture for mobile ad-hoc networks (2006) ioport

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