Question

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 = 0.30 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

(b) What conditions are necessary for your calculations? (Select all that apply.)

uniform distribution of weightsσ is unknownσ is knownn is largenormal distribution of weights

(c) Interpret your results in the context of this problem.

The probability that this interval contains the true average weight of Allen's hummingbirds is 0.20.The probability to the true average weight of Allen's hummingbirds is equal to the sample mean.    There is a 20% chance that the interval is one of the intervals containing the true average weight of Allen's hummingbirds in this region.There is an 80% chance that the interval is one of the intervals containing the true average weight of Allen's hummingbirds in this region.The probability that this interval contains the true average weight of Allen's hummingbirds is 0.80.

(d) Find the sample size necessary for an 80% confidence level with a maximal margin of error E = 0.12 for the mean weights of the hummingbirds. (Round up to the nearest whole number.)
hummingbirds

Answer 1

Solution :

Given that,

Point estimate = sample mean = = 3.15

Population standard deviation =    = 0.30

Sample size = n = 18

a) At 80% confidence level

= 1 - 80%  

= 1 - 0.80 =0.20

/2 = 0.10

Z/2 = Z_0.10 = 1.282

Margin of error = E = Z/2 * ( /n)

E = 1.282* (0.30 /  18)

E = 0.09

At 80% confidence interval estimate of the population mean is,

  ± E

3.15 ± 0.09

( 3.06, 3.24)  

lower limit = 3.06

upper limit = 3.24

margin of error = 0.09

b) σ is known

normal distribution of weights

c) There is an 80% chance that the confidence interval is one of the intervals containing the true average weight of Allen's hummingbirds in this region

d) margin of error = E = 0.12

sample size = n = [Z_/2* / E] ²

n = [1.282 * 0.30 / 0.12]²

n = 10.27

Sample size = n = 11 hummingbirds