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Given the pdf of a Bernoulli distribution, and the value of x ranging from zero to n,determine it's mgf,mean and variance?
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Mar 16
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#probability-theory
#distributions
#statistics
Given the pdf of a Bernoulli distribution, and the value of x ranging from zero to n,determine it's mgf,mean and variance?
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Mar 16
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The probability mass function (pmf) of a Bernoulli distribution is given by:
P(X = x) = p^x * (1-p)^(1-x)
where p is the probability of success and x is the outcome (0 or 1).
The moment generating function (mgf) of a Bernoulli distribution is given by:
M(t) = E[e^(tX)] = p*e^t + (1-p)
The mean of a Bernoulli distribution is given by:
E[X] = p
The variance of a Bernoulli distribution is given by:
Var(X) = p*(1-p)
Therefore, for a Bernoulli distribution with x ranging from zero to n, the mgf, mean, and variance are as follows:
M(t) = p*e^t + (1-p)
E[X] = p
Var(X) = p*(1-p)
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