In: Statistics and Probability
In the Focus Problem at the beginning of this chapter, a study was described comparing the hatch ratios of wood duck nesting boxes. Group I nesting boxes were well separated from each other and well hidden by available brush. There were a total of 493 eggs in group I boxes, of which a field count showed about 264 hatched. Group II nesting boxes were placed in highly visible locations and grouped closely together. There were a total of 786 eggs in group II boxes, of which a field count showed about 270 hatched.
(a) Find a point estimate p̂1 for
p1, the proportion of eggs that hatch in group
I nest box placements. (Round your answer to three decimal
places.)
p̂1 =
Find a 90% confidence interval for
p1. (Round your answers to three decimal
places.)
lower limit | |
upper limit |
(b) Find a point estimate p̂2 for
p2, the proportion of eggs that hatch in group
II nest box placements. (Round your answer to three decimal
places.)
p̂2 =
Find a 90% confidence interval for p2. (Round
your answers to three decimal places.)
lower limit | |
upper limit |
(c) Find a 90% confidence interval for
p1 − p2. (Round your
answers to three decimal places.)
lower limit | |
upper limit |
a)
sample success x = | 264 | |
sample size n= | 493 | |
point estimate =sample proportion p̂ =x/n= | 0.535 |
std error se= √(p*(1-p)/n) = | 0.0225 | |
for 90 % CI value of z= | 1.645 | |
margin of error E=z*std error = | 0.0369 | |
lower bound=p̂ -E = | 0.498 | |
Upper bound=p̂ +E = | 0.572 |
b)
point estimate =sample proportion p̂ =x/n= | 0.3440 |
for 90 % CI value of z= | 1.645 | |
margin of error E=z*std error = | 0.0279 | |
lower bound=p̂ -E = | 0.316 | |
Upper bound=p̂ +E = | 0.372 |
c)
estimated difference in proportion =p̂1-p̂2 = | 0.1910 | ||
std error Se =√(p̂1*(1-p̂1)/n1+p̂2*(1-p̂2)/n2) = | 0.0281 | ||
for 90 % CI value of z= | 1.645 | ||
margin of error E=z*std error = | 0.046 | ||
lower bound=(p̂1-p̂2)-E= | 0.145 (please try 0.146 if this comes wrong) | ||
Upper bound=(p̂1-p̂2)+E= | 0.237(please try 0.238 if this comes wrong) |