In: Statistics and Probability
Allen's hummingbird (Selasphorus sasin) has been studied by zoologist Bill Alther.† Suppose a small group of 14 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 =
(d) Find the sample size necessary for an 80% confidence level with a maximal margin of error E = 0.06 for the mean weights of the hummingbirds. (Round up to the nearest whole number.) hummingbirds
Solution :
Given that,
= 3.15
= 0.26
n = 14
At 80% confidence level the z is ,
= 1 - 80% = 1 - 0.80 = 0.2
/ 2 = 0.2 / 2 = 0.1
Z/2 = Z0.1 = 1.282
Margin of error = E = Z/2* ( /n)
= 1.282 * (0.26 / 14)
= 0.09
At 80% confidence interval estimate of the population mean is,
- E < < + E
3.15 - 0.09 < < 3.15 + 0.09
3.06 < < 3.24
(3.06,3.24)
lower limit =3.06
upper limit =3.24
Margin of error = 0.09
d)
Population standard deviation = = 0.26
Margin of error = E = 0.06
Z/2 = 1.282
sample size = n = [Z/2* / E] 2
n = [1.282 * 0.26 / 0.06]2
n = 30.86
Sample size = n = 31