Statistics[Distributions]
Gamma
gamma distribution
Calling Sequence
Parameters
Description
Examples
References
Gamma(b, c)
GammaDistribution(b, c)
b
-
scale parameter
c
shape parameter
The gamma distribution is a continuous probability distribution with probability density function given by:
ft=0t<0tbc−1ⅇ−tbbΓcotherwise
for 0<b,0<c where Γc is the Gamma function.
Some sources use other parametrizations for this distribution; they might describe this distribution as Gammac,b or Gammac,1b.
The gamma variate with scale parameter b and shape parameter 1 is equivalent to the Exponential variate with scale parameter b.
The gamma variate with scale parameter 1 and shape parameter c is equivalent to the Erlang variate with shape parameter c.
Note that the Gamma command is inert and should be used in combination with the RandomVariable command.
withStatistics:
X≔RandomVariableGammaDistributionb,c:
PDFX,u
0u<0ubc−1ⅇ−ubbΓcotherwise
PDFX,0.5
0.5bc−1.ⅇ−0.5bbΓc
MeanX
bc
VarianceX
b2c
Evans, Merran; Hastings, Nicholas; and Peacock, Brian. Statistical Distributions. 3rd ed. Hoboken: Wiley, 2000.
Johnson, Norman L.; Kotz, Samuel; and Balakrishnan, N. Continuous Univariate Distributions. 2nd ed. 2 vols. Hoboken: Wiley, 1995.
Stuart, Alan, and Ord, Keith. Kendall's Advanced Theory of Statistics. 6th ed. London: Edward Arnold, 1998. Vol. 1: Distribution Theory.
See Also
Statistics
Statistics[RandomVariable]
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