A sample of size 20 is drawn from a normal distribution with unknown variance and unknown mean µ. The sample mean is ¯ x = 1.25 and the sample standard deviation is s = 0.25. The 99% lower confidence bound on µ is
A. 1.108 ≤ µ
B. 1.120 ≤ µ
C. µ ≤ 1.392
D. µ ≤ 1.380
)solution
Given that,
= 1.25
s =0.25
n = 20
Degrees of freedom = df = n - 1 =20 - 1 = 19
At 99% confidence level the t is ,
= 1 - 99% = 1 - 0.99 = 0.01
t df = t0.01,19= 2.539 ( using student t table)
Margin of error = E = t/2,df * (s /n)
= 2.539* (0.25 / 20) = 0.142
The 99%LOWER confidence interval mean is,
- E <
1.25 - 0.14 <
1.108<
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