vgParam
(Package: VarianceGamma) :
Parameter Sets for Variance Gamma Distribution
These objects store different parameter sets of the Variance Gamma distribution for testing or demonstrating purpose as matrixes. Specifically, the parameter sets vgSmallShape and vgLargeShape have constant (standard) location and spread parameters of c=0 and sigma=1; where asymmetry and shape parameters vary from theta=(-2, 0, 2) and nu=(0.5, 1, 2) for vgSmallShape and theta=(-4, -2, 0, 2, 4) and nu=(0.25, 0.5, 1, 2, 4) for vgLargeShape.
Fits a variance gamma distribution to data. Displays the histogram, log-histogram (both with fitted densities), Q-Q plot and P-P plot for the fit which has the maximum likelihood.
vgMom
(Package: VarianceGamma) :
Calculate Moments of the Variance Gamma Distribution
This function can be used to calculate raw moments, mu moments, central moments and moments about any other given location for the variance gamma (VG) distribution.
● Data Source:
CranContrib
● Keywords: distribution
● Alias: vgMom
●
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Density function, distribution function, quantiles and random number generation for the variance gamma distribution with parameters c (location), sigma (spread), theta (asymmetry) and nu (shape). Utility routines are included for the derivative of the density function and to find suitable break points for use in determining the distribution function.
Given a putative set of parameters for the variance gamma distribution, the functions checks if the parameters are in the correct range, and if the set has the correct length of 4.
● Data Source:
CranContrib
● Keywords: distribution
● Alias: vgCheckPars
●
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