Problem on probability distribution


Assignment:

Q1. X is a finite random variable whose p.m.f. is given below.

x    1    2    3
fx(X)    0.4    0.2    0.4

(i) Compute the mean, μx, of X.

(ii) Compute the variance, V(x), of X.

(iii) Compute the standard deviation,  x. of X.

Q2.  The following sample of size n= 4 was taken for the values of a random variable, X.
                                            7,4,4,9
(i) Compute the sample mean,  x bar.

(ii) Compute the sample standard deviation, s.

Q3. Let T be the random variable that gives the time, in hours, for a rush order of parts to arrive at your business. The parameters for T are μ subscript T = 12 and  T = 3. Let t bar be the random variable that is the mean of a random sample of n = 100 delivery times.

(i)    μ t                       

(ii)  t

(iii) Give a formula for the random variable, S, that is the standardization of t bar.

(iv) What is the approximate distribution of S?

Provide complete and step by step solution for the question and show calculations and use formulas.

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Basic Statistics: Problem on probability distribution
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