Last data update: 2014.03.03

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Results 1 - 9 of 9 found.
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GSMDist (Package: GSM) : Utility Function

Function evaluations for a Gamma Shape Mixture Model.
● Data Source: CranContrib
● Keywords: distribution
● Alias: GSMDist, dgsm, pgsm, qgsm, rgsm
● 0 images

summary-methods (Package: GSM) : Summarizing Gamma Shape Mixtures

summary method for class "gsm". This function allows to summarize the output of a Gamma Shape Mixture estimate procedure like estim.gsm or estim.gsm_theta.
● Data Source: CranContrib
● Keywords: methods
● Alias: summary,ANY-method, summary,gsm-method, summary-methods
1 images

allcurves.q (Package: GSM) : Utility Function

Utility function for plotting a Gamma Shape Mixture Model density.
● Data Source: CranContrib
● Keywords:
● Alias: allcurves.q
● 0 images

estim.gsm (Package: GSM) : Estimation of a Gamma Shape Mixture Model (GSM) with collapsing

This function provides the inferential algorithm to estimate a mixture of gamma distributions in which the mixing occurs over the shape parameter. It implements the collapsing approach for the GSM model, as discussed in Venturini et al. (2008).
● Data Source: CranContrib
● Keywords: distribution, mixture
● Alias: estim.gsm
● 0 images

gsm-class (Package: GSM) : Class "gsm". Result of Gamma Shape Mxiture Estimation.

This class encapsulates results of a Gamma Shape Mixture estimation procedure.
● Data Source: CranContrib
● Keywords: class, methods
● Alias: gsm-class, initialize,gsm-method
● 0 images

estim.gsm_theta (Package: GSM) : Estimation of a Gamma Shape Mixture Model (GSM)

This function provides the inferential algorithm to estimate a mixture of gamma distributions in which the mixing occurs over the shape parameter. It implements the standard approach for the GSM model, as discussed in Venturini et al. (2008).
● Data Source: CranContrib
● Keywords: distribution, mixture
● Alias: estim.gsm_theta
● 0 images

plot-methods (Package: GSM) : Plot of a Gamma Shape Mixture Model

plot method for class "gsm". This function plots the output of a Gamma Shape Mixture estimation procedure.
● Data Source: CranContrib
● Keywords: methods
● Alias: plot,ANY,ANY-method, plot,gsm,missing-method, plot-methods
1 images

predict-methods (Package: GSM) : Tail Probability Estimation for a Gamma Shape Mixture Model

predict method for class "gsm". This function allows to estimate the tail probability of a Gamma Shape Mixture Model using the output of the estim.gsm or estim.gsm_theta procedures.
● Data Source: CranContrib
● Keywords: methods
● Alias: predict,ANY-method, predict,gsm-method, predict-methods
1 images

GSM-package (Package: GSM) : Estimation of a Gamma Shape Mixture Model

This package implements a Bayesian approach for estimation of a mixture of gamma distributions in which the mixing occurs over the shape parameter. This family provides a flexible and novel approach for modeling heavy-tailed distributions, it is computationally efficient, and it only requires to specify a prior distribution for a single parameter. See Venturini et al. (2008).
● Data Source: CranContrib
● Keywords: distribution, mixture
● Alias: GSM-package
● 0 images