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Statistics & Probability / LESSON 23

Overlaps, paths and expected value · ACT Math

10 min + practice · Original foundation lesson

Compound events require attention to overlap and to which outcomes are being conditioned on. Expected value is a probability-weighted long-run average, not a promised single outcome.

Choose a representation

Subtract overlap when adding event counts. For exactly one success in two independent trials, add the two disjoint orders. Use conditional branch probabilities to reconstruct a joint probability.

Worked example: follow the quantity

In a group, 8 students study art, 11 study music, and 3 study both. How many study at least one of these subjects? Add the two subject counts. Subtract the overlap once because it was included twice. Substitute the given numbers: (8)+(11)-3 = 16. Therefore the requested value is 16.

Contrast a plausible mistake

For that example, the tempting answer 22 follows this error: Add the overlap a third time. The requested quantity is 16. Explain why the wrong operation changes the mathematical object, not merely the arithmetic.

A second representation

A bag is chosen: A with probability 1/3 or B with probability 2/3. A produces red with probability 1/3; B produces red with probability 2/3. What is P(A given red)? Find joint probabilities for A and red, and for B and red. Divide the first joint probability by the sum of both red paths. P(A and red)=1/9; P(B and red)=4/9; their ratio within red is (1/9) ÷ (5/9) = 1/5. Therefore the requested value is 1/5.

Transfer before checking

In a group, 9 students study art, 12 study music, and 3 study both. How many study at least one of these subjects? Try without viewing the answer. Check: 18. Add the two subject counts. Subtract the overlap once because it was included twice. Substitute the given numbers: (9)+(12)-3 = 18.

Scope and conditions

Independent events can overlap; mutually exclusive positive-probability events cannot be independent. Conditioning reverses neither the numerator nor the denominator automatically. These original practice tasks sample the official topic; they do not certify complete coverage or a predicted ACT score.

WORKED EXAMPLE

In a group, 8 students study art, 11 study music, and 3 study both. How many study at least one of these subjects?

  1. Add the two subject counts.
  2. Subtract the overlap once because it was included twice.
  3. Substitute the given numbers: (8)+(11)-3 = 16.
  4. Therefore the requested value is 16.
Answer: 16
Compare the other answer choices
3

Report the overlap rather than the union.

13

Subtract the overlap twice, obtaining exactly one subject.

22

Add the overlap a third time.

Try it, then explain it.

Complete a short set without looking at the example. After each answer, explain which operation preserved the relationship and why the result makes sense.

Practice this skill

Sources & authorship

Original Slope explanations and examples. References support the concepts; they are not the source of copied questions. Independent educator review is pending.

ACT Mathematics content