STAT200 2023 GE3
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Statistics
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Jan 9, 2024
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1
STAT 200
Guided Exercise 3
For On-Line Students, be sure to:
Please submit your answers in a Word or PDF file to
Canvas at the place you downloaded the file.
You can paste Excel/JMP output into a Word File.
Please submit only one file for the assignment.
It is ok to do problems by hand.
However, you will
need to scan or take a picture of your work.
Guided Assignments are not graded but we check that
you did the problems.
Key Topics
Probability
Probability with Tables
3.
An individual’s genetic makeup is determined by the genes obtained from each parent.
For every genetic
trait, each parent posses a gene pair; and each contributes ½ of the gene pair, with equal probabilities, to
their offspring, forming a new gene pair. The offspring’s traits (eye color, baldness, etc.) come from this new
gene pair, where each gene in this pair posses some characteristic.
For the gene pair that determines eye color, each gene trait may be one of two types, dominant brown, (B) or
recessive blue (b). A person possessing the gene pair
BB
or
Bb
has brown eyes, whereas the gene pair bb
produces blue eyes.
a.
Suppose both parents of an individual are brown eyed, each with a gene pair
Bb
. What is the probability
that a randomly selected child of this couple will have blue eyes?
¼ or 25%
b.
If one parent has brown eyes, type
Bb
, and the other has blue eyes, what is the probability that a
randomly selected child of this couple will have blue eyes?
2/4 or 50%
c.
Suppose one parent is brown-eyed, type BB. What is the probability that a child has blue eyes?
0
1
2.
On a standard SAT test, a typical question has five possible answers; A, B, C, D, and E.
Only
one answer is
correct.
If you guess you have a 1 out of 5 or .20% chance of being correct.
a.
What is the probability of not being correct on a single question if you randomly guess?
80%
b.
What is the probability of getting all three questions right on three questions if you you randomly
guess?
8%
c.
What is the probability of gettting at least one question right on three questions if you randomly
guess?
48.8%
d.
What is the probability of getting all three questions wrong on three questions if you randomly
guess?
51.2%
e.
Training on how to do better on the SAT test advise that you should guess if you can eliminate
possible answers.
Suppose on a question you can eliminate two possible answers.
What is the
probability that you are right if you randomly guess your answer.
33.3%
3.
Across the U.S. in 2020 and 2021 there was increased attention to voting security.
Some states began
enacting more stringent voting requirements for national elections.
These requirements came with
2
controversy and debate. One requirement is identification, usually photo identification. According to the
National Conference of State Legislatures (NSL), "a total of 36 states have laws requesting or requiring voters
to show some form of identification at the polls, 35 of which are in force in 2020." (NSL,
https://www.ncsl.org/research/elections-and-campaigns/voter-id.aspx#Laws%20in%20Effect
). The main form
of photo identification for most adults in a driver’s license.
However, not everyone has a driver's license, and
the proportion with a license is decreasing over time.
Whether you have a driver’s license depends upon a
number of factors, including age, where you live, your race, and your income level, among others.
I found
data for those who have a license by age group in 2019.
I applied this data to a pseudo survey of 1,000
adults.
You can easily copy and paste this table directly into Excel and work on the questions there.
Do You Have a Driver’s License?
Age
Yes
No
Total
18 to 29
170
41
211
30 to 54
377
34
411
55 to 69
220
15
235
70 and Over
117
26
143
Total
884
116
1000
a.
What is the probability that a randomly selected adult in the U.S. has a driver’s license?
88.4%
b.
What is the probability that a randomly selected adult in the U.S. is 70 and over?
14.3%
c.
Given that a randomly selected adult is 18 to 29, what is the probability that he/she will not have a license?
19.43%
d.
Given that a randomly selected adult is 55 to 69, what is the probability that he/she will not have a license?
6.38%
e.
Are the events Age and Do you have a Driver’s License mutually exclusive? Explain.
They are not mutually exclusive because there are people of all ages that have a driver’s license and don’t have a
driver’s license.
f.
Are the events “55 to 69” and “Yes has a license” independent? Why?
No they are not independent because the P(55 to 59) does not equal P(Yes)
g.
Calculate the following odds and odds ratio for Not Having a License.
3
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(1.) Odds of Not having a license (versus Yes) for persons 18 to 29.
.2412
(2.) Odds of Not having a license (versus Yes) for persons 55 to 69.
.
.0682
(3.)
Odds ratio of (1) versus (2).
Explain this in words.
.2412/.0682 = 3.573 this means that people 18 to 29 are 3.5 times more likely not to have a license
than people 55 to 59
4.
A fast food restaurant has determined that the chance a customer will order a soft drink is .90. The chance
that a customer will order a hamburger is .6, and the chance for ordering French Fries is .5.
a.
If a customer places an order, what is the probability that the order will include a soft drink and no fries
if
these two events are independent
?
.45
b.
The restaurant has also determined that if a customer orders a hamburger the chance the customer will
also order fries is .8. Determine the probability that the order will include a hamburger and fries.
.48
5.
No diagnostic tests are infallible, so imagine that the probability is 0.95 that a certain test will diagnose a
diabetic correctly as being diabetic, and it is 0.05 that it will diagnose a person who is not diabetic as being
diabetic. It is known that roughly 10% if the population is diabetic.
What is the probability that a person diagnosed as being diabetic actually is diabetic?
9500/14000=.6786
Hint: This is a use Bayes’ theorem problem, which we did not cover in the lectures.
There is another way to
handle this problem – make a mock 2 by 2 table of the data based on the information you already know.
Once
the table is complete, you can solve for the conditional probability.
Since some of the probabilities are small, I
would sugget you make a table that is based on 100,000 people.
I have started the table for you.
4
Test Results
Diabetes Status
Diabetic
Not Diabetic
Diabetic
9500
500
10,000
Not Diabetic
4500
85500
90000
14000
86000
100,000
5
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