Gamma Fordeling

En gamma fordeling er en generel type af statistiske fordeling, der er relateret til beta-fordeling og opstår naturligt i processer for, hvor ventetiden mellem Poisson fordelt begivenheder, der er relevante. Gamma distributioner har to frie parametre, mærket og , hvoraf nogle få er illustreret ovenfor.,c0a5aa4824″>

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for , where is a complete gamma function, and an incomplete gamma function., Med et heltal er denne distribution et specielt tilfælde kendt som Erlang-distributionen.,02b6″>

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Now let (not necessarily an integer) and define to be the time between changes., Then the above equation can be written

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for . This is the probability function for the gamma distribution, and the corresponding distribution function is

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where is a regularized gamma function.,

det er implementeret i Languageolfram sprog som funktionen GammaDistribution.,id=”c43570dc99″>

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giving moments about 0 of

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(Papoulis 1984, p., 147).,iv>

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The gamma distribution is closely related to other statistical distributions., If , , …, are independent random variates with a gamma distribution having parameters , , …,/div>

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Also, if and are independent random variates with a gamma distribution having parameters and , then is a beta distribution variate with parameters ., Begge kan udledes som følger.,

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where is the beta function, which is a beta distribution.,

If and are gamma variates with parameters and , the is a variate with a beta prime distribution with parameters and .,iv>

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The ratio therefore has the distribution

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which is a beta prime distribution with parameters .,

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where is the Pochhammer symbol.,0822e6ea8″>

so the cumulants are

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If is a normal variate with mean and standard deviation , then

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is a standard gamma variate with parameter .,

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