In: Statistics and Probability
Allen's hummingbird (Selasphorus sasin) has been studied by zoologist Bill Alther.† Suppose a small group of 18 Allen's hummingbirds has been under study in Arizona. The average weight for these birds is x = 3.15 grams. Based on previous studies, we can assume that the weights of Allen's hummingbirds have a normal distribution, with σ = 0.26 gram.
(a) Find an 80% confidence interval for the average weights of Allen's hummingbirds in the study region. What is the margin of error? (Round your answers to two decimal places.
lower limit | |
upper limit | |
margin of error |
Solution :
Given that,
Point estimate = sample mean = = 3.15
Population standard deviation = = 0.26
Sample size n =18
At 80% confidence level the z is ,
= 1 - 80% = 1 - 0.80 = 0.20
/ 2 = 0.20 / 2 = 0.10
Z/2 = Z0.10 = 1.28 ( Using z table )
Margin of error = E = Z/2
* (
/n)
= 1.28 * ( 0.26 / 18 )
E= 0.08
At 95% confidence interval estimate of the population mean
is,
- E < < + E
3.15 - 0.08 <
<3.15 + 0.08
3.07 <
< 3.23
( lower limit= 3.07,upper limit= 3.23)
Margin of error = E =0.08