Question
Let x be a random variable with the following probability distribution: X 0 1 2 3 P (x) 0.4 0.3 0.2 0.1 Does x have
Let x be a random variable with the following probability distribution:
X | 0 | 1 | 2 | 3 |
P (x) | 0.4 | 0.3 | 0.2 | 0.1 |
Does x have a binomial distribution? Explain your answer. Please show solution.
The answer is not
n = 3 , np = 1 => p = 1/3 and q = 2/3
if x = 0 => p [x = 0} = 0.4
if x = 1 => p [ x = 1 ] = 0.3
if x = 2 => p [x = 2 ] = 0.2
if x = 3 => p [ x = 3 ] = 0.1 BECAUSE...
Note that the distribution for n = 3, p = 1/3 looks like. P(x = 0) = C(3,0) (1/3) ^ 0 * (2/3) ^ 3 =8/27 P(x = 1) = C(3,1) * (1/3) ^ 1 * (2/3) ^ 2 = 12/27 P(x = 2) = C(3,2) * (1/3) ^ 2 * (2/3) ^ 1 = 6/27 P(x = 3) = C(3,3) * (1/3) ^ 3 * (2/3) ^ 0 = 1/27
since this different from the given distribution, the given distribution is therefore not the binomial distribution with n = 3 and p = 1/3.
I believe it is not fit for a binomial distribution but HOW? Please show solution and explain answer.
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