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Normal-inverse Gaussian distribution : ウィキペディア英語版
Normal-inverse Gaussian distribution
\; e^

K_j denotes a modified Bessel function of the third kind〔Ole E Barndorff-Nielsen, Thomas Mikosch and Sidney I. Resnick, Lévy Processes: Theory and Applications, Birkhäuser 2013 ''Note: in the literature this function is also referred to as Modified Bessel function of the third kind''〕|
cdf =|
mean =\mu + \delta \beta / \gamma|
median =|
mode =|
variance =\delta\alpha^2/\gamma^3|
skewness = 3 \beta /(\alpha \sqrt)|
kurtosis =3(1+4 \beta^2/\alpha^2)/(\delta\gamma)|
entropy =|
mgf =e^|
char =e^|
}}
The normal-inverse Gaussian distribution (NIG) is continuous probability distribution that is defined as the normal variance-mean mixture where the mixing density is the inverse Gaussian distribution. The NIG distribution was noted by Blaesild in 1977 as a subclass of the generalised hyperbolic distribution discovered by Ole Barndorff-Nielsen, in the next year Barndorff-Nielsen published the NIG in another paper.〔O. Barndorff-Nielsen, Hyperbolic Distributions and Distributions on Hyperbolae, Scandinavian Journal of Statistics 1978〕 It was introduced in the mathematical finance literature in 1997.〔O. Barndorff-Nielsen, Normal Inverse Gaussian Distributions and Stochastic Volatility Modelling, Scandinavian Journal of Statistics 1997〕
The parameters of the normal-inverse Gaussian distribution are often used to construct a heaviness and skewness plot called the NIG-triangle.〔S.T Rachev, Handbook of Heavy Tailed Distributions in Finance, Volume 1: Handbooks in Finance, Book 1, North Holland 2003〕
==Properties==


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