Find the moment-generating function for the gamma

Chapter 3, Problem 7E

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QUESTION:

Problem 7E

Find the moment-generating function for the gamma distribution with parameters α and θ.

Hint: In the integral representing E(etX ), change variables by letting y = (1 − θt)x/θ, where 1 − θt > 0.

Questions & Answers

QUESTION:

Problem 7E

Find the moment-generating function for the gamma distribution with parameters α and θ.

Hint: In the integral representing E(etX ), change variables by letting y = (1 − θt)x/θ, where 1 − θt > 0.

ANSWER:

Solution 7E

Step1 of 2:

We have A random variable X which follows gamma distribution with parameter

We need to find the moment generating function(mgf) of  gamma distribution.

Step2 of 2:

Let “X” be random variable which follows gamma distribution with parameters

That is X G()

The probability mass function of binomial distribution is given below

P(X) = , 

Where,

X = random variable

 = parameter

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