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Statistics, Data, and Probability II Drill 4 Problem 2. Based on the graph, which statement is most likely to be supported by the data?
AP Statistics 1.2 Anticipating Patterns 349 Views
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AP Statistics: Anticipating Patterns Drill 1, Problem 2. If a student does not take a music class, what is the probability that she takes advanced math?
Transcript
- 00:03
Here's an unshmoopy question you'll find on an exam somewhere in life...
- 00:11
At Washington High School, 32% of students take a music class.
- 00:15
80% of students who take music also take an advanced math course.
- 00:20
36% of the students in the math course do not take a music class.
- 00:24
If a student does not take a music class,
Full Transcript
- 00:27
what is the probability that she takes advanced math?
- 00:30
And here are the possible answers...
- 00:36
Blah, blah, blah. So many percentages in this question...and they didn't bother to just
- 00:41
calculate one more? Fine... WE'LL do it... The questions asks us: if a student does NOT
- 00:47
take a music class, what's the probability that she takes advanced math?
- 00:52
How should we write that in probability notation?
- 00:55
We're looking for the probability that a
- 00:57
student is in math GIVEN THAT she's not in music.
- 01:01
We represent a "given statement" with
- 01:03
a straight vertical bar...like this... Great, so now we've written the probability
- 01:09
that she takes math given that she doesn't take music.
- 01:12
Think back to the conditional probability formulas you should have memorized... the
- 01:16
probability of B given A equals the probability of A and B divided by the probability of A.
- 01:24
Translating this to the variables math and music....we have to find the probability of
- 01:28
no music AND math... which is just the probability of taking ONLY math and dividing it by the
- 01:34
probability of just math. All right, keep these in mind. We'll need
- 01:38
these values in order to find what we want.
- 01:44
You know those diagrams our teacher made us
- 01:45
draw to analyze the similarities and differences between two things... Venn diagrams?
- 01:52
Well, we can use a Venn diagram here to show the number of students taking math, the number
- 01:57
of students taking music, and the overachievers who are taking both.
- 02:03
Labeling the left side with math and the right side with music... the first thing we're given
- 02:07
is that 32% of students take a music class. We can indicate this by labeling the entire
- 02:12
music circle "32%." The next statement we're given is that 80%
- 02:17
of students who take music also take an advanced math course. This is equivalent to saying
- 02:22
that the probability of a student taking math GIVEN THAT they take music is 80%.
- 02:29
Using the conditional probability rule, we can just multiply .8 times .32 to get the
- 02:34
probability of students that take music AND math.
- 02:37
So we have .8 times .32 is .256...or 25.6%.
- 02:43
Finally, we're given that 36% of the students
- 02:46
in the math course do not take a music class. So .36 times P(math) is the shaded left region
- 02:53
of the math circle, not including the intersection of math and music.
- 02:58
BUT we just solved for the intersection of math and music as .256...so we know the complement
- 03:03
of .36 times the probability of math is .64 times the probability of math.
- 03:11
Setting the two equal, we get that .64 times the probability of math equals .256.
- 03:16
Divide both sides by .64, and the probability of taking math is... 40 percent.
- 03:22
We figured out earlier that .36 times P(math) was the probability of students that ONLY
- 03:27
take math...so now that we have that value,
- 03:31
we can just multiply .36 times .4... to get .144. PHEW.
- 03:36
Ok, now back to the formula we set in
- 03:39
the very, very beginning,
- 03:44
about oh... three hours ago... and plugging in our values...
- 03:47
.144 divided by .68 equals around .212.
- 03:52
The best option is choice (A), or 21.2%.
- 03:56
And that is music... or math... to our ears.
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