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Variance Gamma distribution
URI:
https://gptkb.org/entity/Variance_Gamma_distribution
GPTKB entity
Statements (31)
Predicate
Object
gptkbp:instanceOf
gptkb:organization
gptkbp:application
modeling asset returns
modeling stochastic processes
gptkbp:characteristic
closed form
gptkbp:field
gptkb:probability_theory
statistics
gptkbp:generalizes
gptkb:normal_distribution
gptkb:gamma_distribution
gptkbp:hasKurtosis
function of shape parameter
gptkbp:hasMean
location parameter
gptkbp:hasSkewness
function of skewness parameter
gptkbp:hasSpecialCase
generalized hyperbolic distribution
gptkbp:hasVariance
function of scale and shape parameters
https://www.w3.org/2000/01/rdf-schema#label
Variance Gamma distribution
gptkbp:introduced
gptkb:Madan
Seneta
gptkbp:introducedIn
1990
gptkbp:isInfinitelyDivisible
true
gptkbp:isLevyProcess
true
gptkbp:parameter
location parameter
scale parameter
shape parameter
skewness parameter
gptkbp:pdf
complex formula involving modified Bessel function
gptkbp:relatedTo
gptkb:gamma_process
Brownian motion
gptkbp:supports
real line
gptkbp:usedIn
option pricing
financial modeling
gptkbp:bfsParent
gptkb:Variance_Gamma_process
gptkbp:bfsLayer
6