In: Statistics and Probability
A random sample of 28 fields of spring wheat has a mean yield of 44.7 bushels per acre and standard deviation of 6.96 bushels per acre. Determine the 95% confidence interval for the true mean yield. Assume the population is approximately normal.
Step 1 of 2:
Find the critical value that should be used in constructing the confidence interval. Round your answer to three decimal places.
Step 2 of 2:
Construct the 95%95% confidence interval. Round your answer to one decimal place.
LOWER END POINT: ___________ UPPER END POINT:_______________
Solution :
Given that,
= 44.7
s = 6.96
n = 28
Degrees of freedom = df = n - 1 = 28 - 1 = 27
At 95% confidence level the t is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
t /2,df = t0.025,27 = 2.052
Margin of error = E = t/2,df * (s /n)
= 2.052 * (6.96 / 28)
= 2.7
The 95% confidence interval estimate of the population mean is,
- E < < + E
44.7 - 2.7 < < 44.7 + 2.7
42.0 < < 47.4
Lower end point = 42.0
Upper end point = 47.4