In: Statistics and Probability
Identify the critical t. An independent random sample is selected from an approximately normal population with unknown standard deviation. Find the degrees of freedom and the critical t value ?∗ for the given sample size and confidence level. Round critical t values to 4 decimal places.
Sample size, | Confidence level | Degree of Freedom | Critical value, ?∗
12 90 11 ???
9 95 8 ???
8 98 7 ???
3 99 2 ???
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Solution :
Given that,
a) sample size = n = 12
Degrees of freedom = df = n - 1 = 12 - 1 = 11
At 90% confidence level
= 1 - 90%
=1 - 0.90 =0.10
/2
= 0.05
t/2,df
= t0.05,11 = 1.7959
b) sample size = n = 9
Degrees of freedom = df = n - 1 = 9 - 1 = 8
At 95% confidence level
= 1 - 95%
=1 - 0.95 =0.05
/2
= 0.025
t/2,df
= t0.025,8 = 2.3060
c) sample size = n = 8
Degrees of freedom = df = n - 1 = 8 - 1 = 7
At 98% confidence level
= 1 - 98%
=1 - 0.98 =0.02
/2
= 0.01
t/2,df
= t0.01,7 = 2.9980
d) sample size = n = 3
Degrees of freedom = df = n - 1 = 3 - 1 = 2
At 99% confidence level
= 1 - 99%
=1 - 0.99 =0.01
/2
= 0.005
t/2,df
= t0.005,2 = 9.9248