Question about convolution of two discrete random variable
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There is poisson random variable X with T*lambda_MUE.
There is poisson random variable Z with lambda_SMC.
And i define new random variable K=aX+bZ. (a and b is positive integer which is greater than 0)
To calculate pmf of K i used conv function.
And calculate using below command but it is not equal to E[K]
What i expect is 123 but result is 43 .
What is wrong?
Thank you
lambda_MUE = 2;
lambda_SMC = 3;
alpha = 3;
beta = 1;
T=20;
g=alpha*(0:1:110);
z=beta*(0:1:110);
K=0:1:(max(g)+max(z));
P_X = ((T*lambda_MUE).^(g/alpha))./(factorial(g./alpha)).*exp(-T*lambda_MUE);
P_Z = (lambda_SMC.^(z./beta))./(factorial(z./beta)).*exp(-lambda_SMC);
P_K = conv(P_X,P_Z);
sum(K(1:1:length(P_K)).*P_K)
12 commentaires
the cyclist
le 5 Fév 2016
Indeed. (I'm so used to making that comment, that I failed to notice there was no answer here!)
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