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the two - way table shows the distribution of gender to favorite film g…

Question

the two - way table shows the distribution of gender to favorite film genre for the senior class at mt. rose high school.

mftotal
horror162238
drama162440
action284472
total96144240

which statement is true?

  • the probability of randomly selecting a student who has a favorite genre of drama and is also female is about 17 percent.
  • event f for female and event d for drama are independent events.
  • the probability of randomly selecting a male student, given that his favorite genre is horror, is $\frac{16}{40}$.
  • event m for male and event a for action are independent events.

Explanation:

Response

To solve this, we analyze each option using the two - way table:

Option 1: Probability of female and drama
  • Total number of students, \(N = 240\).
  • Number of female students who like drama, \(n(F\cap D)=24\).
  • Probability \(P(F\cap D)=\frac{24}{240}=0.1\) or \(10\%\), not \(17\%\). So this option is incorrect.
Option 2: Probability of male and horror (conditional probability)
  • Number of male students, \(n(M) = 96\).
  • Number of male students who like horror, \(n(M\cap H)=16\).
  • The conditional probability \(P(H|M)=\frac{n(M\cap H)}{n(M)}=\frac{16}{96}=\frac{1}{6}

eq\frac{16}{40}\). So this option is incorrect.

Option 3: Independence of female (F) and drama (D)
  • \(P(F)=\frac{144}{240} = 0.6\)
  • \(P(D)=\frac{40}{240}=\frac{1}{6}\approx0.167\)
  • \(P(F\cap D)=\frac{24}{240} = 0.1\)
  • For independent events, \(P(F)\times P(D)=0.6\times0.167\approx0.1\), which is equal to \(P(F\cap D)\). So event \(F\) (female) and event \(D\) (drama) are independent events. This option is correct.
Option 4: Independence of male (M) and action (A)
  • \(P(M)=\frac{96}{240}=0.4\)
  • \(P(A)=\frac{72}{240} = 0.3\)
  • \(P(M\cap A)=\frac{28}{240}\approx0.117\)
  • \(P(M)\times P(A)=0.4\times0.3 = 0.12

eq0.117\). So event \(M\) (male) and event \(A\) (action) are not independent events. This option is incorrect.

Answer:

The statement "Event F for female and event D for drama are independent events" is true.