Problem 20
Hard Random Events

Among the students attending a probability theory class, we…

Among the students attending a probability theory class, we randomly select one. Let event $A$ mean that the selected student is male, event $B$ that the student does not smoke, and event $C$ that the student lives in a student dormitory.
$1^{\circ}$ Describe the event $AB\overline{C}$.
$2^{\circ}$ Under what conditions does the identity $ABC=A$ hold?
$3^{\circ}$ When is the relation $\overline{C}\subseteq B$ correct?
$4^{\circ}$ Explain when the equality $\overline{A}=B$ holds. Does it hold when all the male students present do not smoke?

Explanation of Method

The sample space is the group of students in the class, and each event is the set of students with a certain property. A product means "has all the properties", an inclusion $X\subseteq Y$ means "every student with property $X$ also has property $Y$", and an equality means "the two groups consist of exactly the same students". So each question is answered by translating the set statement into a statement about the students in the class.

Step 1: The events and their opposites

EventThe selected student…Opposite eventThe selected student…
$A$is male$\overline{A}$is female
$B$does not smoke$\overline{B}$smokes
$C$lives in a dormitory$\overline{C}$does not live in a dormitory

Since one student is selected from the class, the outcomes are the students, and each event is the set of students having that property. For example, $A$ is "the group of male students".

Step 2: Part $1^{\circ}$ — the event $AB\overline{C}$

A product means that all factors occur at once: $A$ and $B$ and $\overline{C}$.

\[ \boxed{AB\overline{C} = \text{"the selected student is a male non-smoker who does not live in a dormitory".}} \]

Step 3: Part $2^{\circ}$ — when is $ABC=A$?

For any events, $ABC=A$ holds exactly when $A\subseteq B$ and $A\subseteq C$ (see Problem 1): if $A$ has these inclusions, intersecting $A$ with $B$ and $C$ removes nothing; conversely, $A=ABC\subseteq B$ and $A=ABC\subseteq C$.

\[ \boxed{ABC=A \iff \text{all male students in the class do not smoke and live in a dormitory.}} \]

(The condition says nothing about the female students.)

Step 4: Part $3^{\circ}$ — when is $\overline{C}\subseteq B$?

The inclusion means: every student who does not live in a dormitory is a non-smoker.

\[ \boxed{\overline{C}\subseteq B \iff \text{all students who do not live in a dormitory are non-smokers.}} \]

Equivalent forms:

Step 5: Part $4^{\circ}$ — when is $\overline{A}=B$?

The equality means that the group of female students and the group of non-smokers are the same group. This requires two inclusions:

\[ \boxed{\overline{A}=B \iff \text{all female students do not smoke and all male students smoke.}} \]

In other words, a student is a non-smoker exactly when the student is female.

Step 6: Part $4^{\circ}$ — what if all male students do not smoke?

"All male students present do not smoke" means $A\subseteq B$. If also $\overline{A}=B$, then

\[ A\subseteq B=\overline{A}, \]

so $A\subseteq\overline{A}$, which is possible only for $A=\varnothing$ (a student cannot be both male and not male). Hence:

Example

The class has 10 male and 5 female students, and nobody smokes. Then $\overline{A}$ is the group of 5 female students, while $B$ is the group of all 15 students. The two groups are different, so $\overline{A}\neq B$.


Result

PartAnswer
$1^{\circ}$$AB\overline{C}$: the selected student is a male non-smoker who does not live in a dormitory
$2^{\circ}$$ABC=A$ exactly when all male students do not smoke and live in a dormitory ($A\subseteq B$, $A\subseteq C$)
$3^{\circ}$$\overline{C}\subseteq B$ exactly when all students living outside dormitories are non-smokers (equivalently, all smokers live in dormitories)
$4^{\circ}$$\overline{A}=B$ exactly when all female students do not smoke and all male students smoke. If all male students do not smoke, it does not hold (unless there are no male students at all).