Free SOA Exam P (Probability) Probability Fundamentals Practice Questions

Build a strong foundation in probability theory for SOA Exam P. These questions cover set theory, counting techniques, axioms of probability, and combinatorics — the building blocks for every other topic on the exam.

306 Questions
200 Easy
67 Medium
39 Hard
2026 Syllabus
100% Free

Sample Questions

Question 1 Easy
If P(A) = 0.7 and P(B|A) = 0.4, find P(A ∩ B).
Solution
P(AB)=P(BA)×P(A \cap B) = P(B \mid A) \times P(A) = 0.4 ×\times0.7 = 0.28.
Question 2 Medium
In how many ways can the letters of the word MISSISSIPPI be arranged?
Solution
MISSISSIPPI has 11 letters: M(1), I(4), S(4), P(2).

The number of distinct arrangements is:

11!1!4!4!2!=399168001×24×24×2=399168001152=34650\frac{11!}{1! \cdot 4! \cdot 4! \cdot 2!} = \frac{39916800}{1 \times 24 \times 24 \times 2} = \frac{39916800}{1152} = 34650

Distractor analysis:
- 39916800: Computed 11! without dividing by repeated letters.
- 69300: Divided by 4!×4!4! \times 4! only, forgetting the 2! for P: 39916800/576=6930039916800/576 = 69300.
- 11!: Wrote the factorial symbol without evaluating or dividing.
- 2520: Divided by too many repeated counts, e.g., 11!4!4!2!1!extra\frac{11!}{4!\cdot4!\cdot2!\cdot1!\cdot \text{extra}}.

The answer is 3465034650.
Question 3 Hard
Events A and B satisfy P(A∪B) = 0.7 and P(A∪B') = 0.9. Find P(A).
Solution
P(A∪B') = 1 - P(B) + P(A∩B) = 0.9, so P(A∩B) = P(B) - 0.1. Substituting into P(A∪B) = P(A) + P(B) - P(A∩B) gives P(A) + 0.1 = 0.7, so P(A) = 0.6.
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