In: Statistics and Probability
suppose the population of teacher incomes in SD is strongly skewed to the right with a mean of $50,000 and a standard deviation of $10,000. If you use a sample size of 64, what is the probability that the sample mean will exceed $52,750? [HINT -use the Z table in conjunction with the values for the sampli ng distribution model]. (A)0.0139 (B)0.3897 (C)0.6103 (D)0.9861
Solution :
Given that ,
mean = = 50000
standard deviation = = 10000
n = 64
= 50000 and
= / n = 10000 / 64 = 10000 / 8 = 1250
P( > 52750) = 1 - P( < 52750)
= 1 - P(( - ) / < (52750 - 50000) / 1250)
= 1 - P(z < 2.2)
= 1 - 0.9861
= 0.0139
P( > 52750) = 0.0139
Probability = 0.0139