|
||||||||||
PREV PACKAGE NEXT PACKAGE | FRAMES NO FRAMES |
See:
Description
Interface Summary | |
---|---|
PhaseFitter | This class defines the behaviour that any class for fitting data to a Phase-Type distribution should have |
Class Summary | |
---|---|
ContPhaseFitter | This class defines the behaviour that any class for fitting data to a Continuous Phase-Type distribution should have |
DiscPhaseFitter | This class defines the behaviour that any class for fitting data to a Discrete Phase-Type distribution should have |
EMHyperErlangFit | This class implements the Maximum Likelihood method proposed by Thümmler, Buchholz and Telek in "A novel approach for fitting probability distributions to real trace data with the EM algorithm", 2005. |
EMHyperExpoFit | This class implements the Maximum Likelihood method proposed by Khayari, Sadre and Haverkort in "Fitting world-wide web request traces with the EM algorithm", 2003. |
EMPhaseFit | This class implements the Maximum Likelihood method proposed by Asmussen, Nerman and Olsson in "Fitting Phase-type Distributions via the EM algorithm", 1996. |
FitterUtils | This class contains a set of methods to make some usual calculations for the PhaseFitter classes |
MLContPhaseFitter | This class defines the behaviour for a class that implements a maximum likelihood algorithm for fitting data to a Continuous Phase-Type distribution |
MLDiscPhaseFitter | This class defines the behaviour for a class that implements a maximum likelihood algorithm for fitting data to a Discrete Phase-Type distribution |
MomentsACPH2Fit | This class implements the Matching Moments method proposed by Telek and Heindl in "Matching Moments for Acyclic discrete and continuous Phase-Type distributions of Second order", 2002. |
MomentsACPHFit | * This class implements the Matching Moments method proposed by Bobbio, Horvath and Telek in "Matching threee moments with minimal acyclic Phase-Type distributions", 2005. |
MomentsADPH2Fit | This class implements the Matching Moments method proposed by Telek and Heindl in "Matching Moments for Acyclic discrete and continuous Phase-Type distributions of Second order", 2002. |
MomentsContPhaseFitter | This class defines the behaviour for a class that implements a moment matching algorithm for fitting data to a Continuous Phase-Type distribution |
MomentsDiscPhaseFitter | This class defines the behaviour for a class that implements a moment matching algorithm for fitting data to a Discrete Phase-Type distribution |
MomentsECCompleteFit | This class implements the Matching Moments method proposed by Osogami and Harchol in "Closed form solutions for mapping general distributions to quasi-minimal PH distributions", 2005. |
MomentsECPositiveFit | This class implements the Matching Moments method proposed by Osogami and Harchol in "Closed form solutions for mapping general distributions to quasi-minimal PH distributions", 2005. |
Provides capabilities for fitting Phase type distribution parameters from data. There exists very diferent algorithms to adjust the parameters of these distributions, which can be divided in two groups: moments based methods and maximum likelihood approaches. This package includes the implementation of some of these algorithms, a framework and a set of utilities for implement new methods. For overviews, tutorials, examples, guides, and tool documentation, please see:
|
||||||||||
PREV PACKAGE NEXT PACKAGE | FRAMES NO FRAMES |