A simple random sample of size n is drawn from a population that is normally distributed. The sample mean, x overbar, is found to be 109, and the sample standard deviation, s, is found to be 10.
(a) Construct a 95% confidence interval about mu if the sample size, n, is 18.
(b) Construct a 95% confidence interval about mu if the sample size, n, is 14.
(c) Construct a 90% confidence interval about mu if the sample size, n, is 18.
(d) Could we have computed the confidence intervals in parts (a)-(c) if the population had not been normally distributed?
Ans:
sample mean,x-bar=109
s=10
a)df=18-1=17
critical t value=tinv(0.05,17)=2.110
95% confidence interval about mu
=109+/-2.110*(10/sqrt(18))
=109+/-4.97
=(104.03, 113.97)
b)
df=14-1=13
critical t value=tinv(0.05,13)=2.110
95% confidence interval about mu
=109+/-2.160*(10/sqrt(14))
=109+/-5.09
=(103.91, 114.09)
c)
df=18-1=17
critical t value=tinv(0.1,17)=2.110
90% confidence interval about mu
=109+/-1.740*(10/sqrt(18))
=109+/-4.10
=(104.90, 113.10)
d)No,as sample size is small.
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