In: Statistics and Probability
We wish to estimate μ , the mean mass (in kg) of the Sandhill Crane. We take a random sample of 20 Sandhill Cranes and measure their masses. For this sample, we find an average mass of 4.53 kg and a standard deviation of 0.8 kg. Assuming the masses are normally distributed. Find the upper limits of 98% confidence interval for μ . Select the closest to your answer. options: 4.70 5.20 4.90 4.80 5.10 5.00
Solution :
Given that,
Point estimate = sample mean =
= 4.53
sample standard deviation = s = 0.8
sample size = n = 20
Degrees of freedom = df = n - 1 = 20 -1 = 19
At 98% confidence level
= 1-0.98% =1-0.98 =0.02
/2
=0.02/ 2= 0.01
t/2,df
= t0.01,19
t/2,df
= 2.539
Margin of error = E = t/2,df
* (s /
n)
= 2.539 * (0.8 /
20)
Margin of error = E = 0.454
The 98% confidence interval estimate of the population mean is,
- E <
<
+
E
4.53 - 0.454 <
<4.53 + 0.454
4.08 <
< 4.98
(4.08,4.98)
Upper limit = 4.98
Option- 5.00