We are interested in analyzing data related to college football. Use S to denote the team is in the SEC and use W to denote a team has a winning season. The probability that a team is in the SEC in the data set is 5.5%. The probability that a team has a winning season is 52.5%. The probability that a team is in the SEC and has a winning season is 3.55%.
What percentage of teams are in the SEC or had a winning season?
What percentage of people teams are in the SEC and did NOT have a winning season?
Given a team had a winning season, what is the probability that they are in the SEC?
What percentage of players are NOT in the SEC and did NOT have a winning season?
Are S and W mutually exclusive events? Why or why not?
Are S and W independent events? Explain, using probabilities.
If we know a team is in the SEC, what is the probability that they had a winning season?
from given data:
S | S' | total | |
W | 0.0355 | 0.4895 | 0.525 |
W' | 0.0195 | 0.4555 | 0.475 |
total | 0.055 | 0.945 | 1 |
a)
percentage of teams are in the SEC or had a winning season=P(S or W) =P(S)+P(W)-P(S n W) =5.5+52.5-3.55=54.45 %
b)
percentage of people teams are in the SEC and did NOT have a winning season
=P(S)-P(S n W) =5.5-3.55 =1.95 %
c)
P(S |W )=P(S n W)/P(W) =3.55/52.5 =0.0676
d)
percentage of players are NOT in the SEC and did NOT have a winning season
=100-P(S or W) =100-54.45 =45.55 %
e)
S and W are not mutually exclusive since P(S and W) is not equal to
0
f)
since P(S)*P(W) is not equal to P(S n W) ; therefore S and W are not independent events.
g)
P(W |S)=P(S n W)/P(S) =3.55/5.5 =0.6455
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