In: Statistics and Probability
A simple random sample of size
nequals=1212
is obtained from a population with
muμequals=6868
and
sigmaσequals=1616.
(a) What must be true regarding the distribution of the population in order to use the normal model to compute probabilities involving the sample mean? Assuming that this condition is true, describe the sampling distribution of
x overbarx.
(b) Assuming the normal model can be used, determine
P(x overbarxless than<72.172.1).
(c) Assuming the normal model can be used, determine
P(x overbarxgreater than or equals≥69.669.6).
Solution :
Given that ,
a ) mean = = 68
standard deviation = = 16
n = 12
= 68
= / n = / = 16/ 12 = 4.6188
b ) P( < 72.1 )
= P[( - ) / < (72.1- 68) / 4.6188)
= P(z <0.89 )
p = 0.8133
c )
P( > 69.6 ) = 1 - P( < 69.6 )
= 1 - P[( - ) / < (69.6 - 68) /4.6188 )
= 1 - P(z < 0.35 )
= 1 - 0.6368
p= 0.3632