A student went to the
Olympic peninsula to study crow nesting in Douglas fir trees. In one particular plot she sampled 100
trees. She recorded the number of trees
above and below 30 meters in height, as well as those with and without
nests. In her sample she counted 22
trees below 30 m in height that had no nests and 35 trees greater than 30 m in
height that had one or more nests. In
total there were 38 trees less then 30 m tall and 62 trees greater than 30 m
tall.
HINT: To answer these
questions try organizing
the data in a contingency table.
a)
If I am standing
under a tree less than 30 m tall, what is the probability I find a crow’s
nest? What about greater than 30 m
tall? Based on these probabilities, if
you want to find a crow’s nest, are you better off looking at tall or short
trees?
P(nest|short) = 42.1%
P(nest|tall) = 56.5%
Given these probabilities, you’re better off looking at taller trees
b)
What is the
probability a tree is greater than 30 m tall or it has a crow’s nest?
P(nest or tall) = 0.62+0.51-0.35 = 0.78 = 78%
c)
Is the tree in
which a crow nests independent of tree height (i.e. tall (>30m) vs. short
(<30 m))? In general you can answer
this by showing whether being greater than 30 m tall and having a nest are
independent.
P(tall) = 0.62 = 62%
P(tall|nest) = 0.686 = 68.6%, not equal so not independent
d)
What is the
probability that the first two trees I look at have one or more crow’s nests?
P(nest) = 0.51, P(nest.nest) = 0.512
= 0.26
(this assumes that the two findings of nests are independent,
i.e.
that finding the first nest doesn’t change the
chances of finding the
second.
At
a particular research site involved in the study of brown bears and grizzly
bears, there were 24 local bears that the researchers observed and trapped on a
regular basis. There were 16 grizzly bears and 8 brown bears. Of the grizzly
bears, 12 were male and 4 were female. Of the brown bears, 4 were male and 4
were female.
Since
bears are difficult and dangerous to work with, the researchers would set one
trap in a different location every afternoon and find a single bear captured
every morning. After a brief examination and weighing, the bear was released.
Assume that every bear is equally likely to be caught on a given day.
HINT:
To answer these questions, try organizing the data in a contingency table
a) While walking
out to inspect the trap, one of the researchers can tell from a distance that
today he has captured a grizzly bear. What is the probability that the bear is
male?
P(male|grizzly) = 12/16 = 0.75
b) What is the
probability of going three days without capturing a female bear?
P(no
female in 3 days) = P(male,male,male) = (16/24)3
= 0.30
c) What is the
probability of capturing the same individual bear (they all have ear tags, so
can be uniquely identified) two days in a row?
P(same
bear two days) = (1/24)2 = 0.0017, assuming each day is independent
d) A relocation
program is started, so now every bear captured is sedated and flown far away
(removing them from the local population). What is the probability that the
first two bears to be evacuated are both grizzly bear males?
(12/24) * (11/23) = 132/552 =
0.239
In an experiment to test the susceptibility of an
endangered plant species to fungus, some specimens of the plant were raised,
along with a related exotic species and marigolds (as a control) in a
greenhouse. At two months of age they were inoculated with the fungus, and one
month later all of the plants were classified as healthy, diseased, or dead.
The results are reported in the contingency table below:
Control Endangered Exotic Totals Dead 15 16 6 Diseased 21 3 9 Healthy 24 0 42 Totals 136
a) List three variable pairs that are mutually
exclusive.
{contr,end}, {contr,exot},
{exot,end}, {dead,dis}, {dis,heal}, {heal,dead}
a) If a plant is selected from the greenhouse at random,
what is the probability that it is either dead or diseased?
37/136 + 33/136 +
0/136 = 0.515
b) What is the probability it is exotic and dead?
57/136 * 6/57 =
0.0441
c)
Are endangered
plants independent of healthy plants?
P(end) = 19/136
P(end|heal) = 0, therefore NOT independent