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 465 eggs in group I boxes, of which a field count showed about 272 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 268 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 99% confidence interval for p1. (Round
your answers to three decimal places.)
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(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 99% confidence interval for p2. (Round
your answers to three decimal places.)
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(c) Find a 99% confidence interval for p1 −
p2. (Round your answers to three decimal
places.)
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Does the interval indicate that the proportion of eggs hatched from
group I nest boxes is higher than, lower than, or equal to the
proportion of eggs hatched from group II nest boxes?
We can not make any conclusions using this confidence interval.Because the interval contains both positive and negative numbers, we can not say that a higher proportion of eggs hatched in well-separated and well-hidden nesting boxes. Because the interval contains only positive numbers, we can say that a higher proportion of eggs hatched in well-separated and well-hidden nesting boxes.Because the interval contains only negative numbers, we can say that a higher proportion of eggs hatched in highly visible, closely grouped nesting boxes.
(d) What conclusions about placement of nest boxes can be drawn? In
the article discussed in the Focus Problem, additional concerns are
raised about the higher cost of placing and maintaining group I
nest box placements. Also at issue is the cost efficiency per
successful wood duck hatch.
A greater proportion of wood duck eggs hatch if the eggs are laid in well-separated, well-hidden nesting boxes.No conclusion can be made. The eggs hatch equally well in both conditions.A greater proportion of wood duck eggs hatch if the eggs are laid in highly visible, closely grouped nesting boxes.