In: Math
In a sample of 169 trees, we found that a pear tree grow to average height of 32 feet and a sample standard deviation of 5 feet. The distribution is approximately normal. Find the 95% confidence interval for the mean population.
Solution :
Given that,
Point estimate = sample mean = = 32
sample standard deviation = s = 5
sample size = n = 169
Degrees of freedom = df = n - 1 = 168
At 95% confidence level the t is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
t /2,df = t0.025,168 = 1.914
Margin of error = E = t/2,df * (s /n)
= 1.914 * (5 / 169)
= 0.736
The 95% confidence interval estimate of the population mean is,
- E < < + E
32 - 0.736 < < 32 + 0.736
31.264 < < 32.736
(31.264 , 32.736)