Question
Download Solution PDFThe first moment about origin of binomial distribution is
Answer (Detailed Solution Below)
Detailed Solution
Download Solution PDFBinomial distribution:
Let p is the probability that an event will happen in a single trail (called the probability of success) and
q = 1 – p is the probability that an event will fail to happen (probability of failure)
The probability that the event will happen exactly r times in n trails (i.e. x successes and n – r failures will occur) is given by the probability function
where the random variable X denotes the number of successes in n trials and r = 0, 1, 2, … n
For Binomial distribution,
Mean = μ = np
Variance = σ2 = npq
Standard deviation = σ = √(npq)
The expected value is sometimes known as the first moment of a probability distribution. The expected value is comparable to the mean of a population or sample.
Therefore, the first moment about the origin of the binomial distribution is,
Mean = μ = np
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