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⬅ Back to Statistics and Probability Topics

Basic Probability

Probability is a number from 0 to 1 that measures how likely an event is. P = 0 means impossible (rolling a 7 on a standard die). P = 1 means certain (rolling any number from 1–6). P = 0.5 is a 50-50 chance (like a fair coin flip). For equally likely outcomes, count how many outcomes satisfy your event and divide by the total. The complement rule ($P(\text{not }A) = 1 - P(A)$) is often easier — instead of counting what you want, count what you don't want and subtract. The addition rule adds probabilities of two events but subtracts the overlap to avoid double-counting.

$$P(A)=\frac{\text{favorable outcomes}}{\text{total outcomes}}$$
$$P(A\cup B)=P(A)+P(B)-P(A\cap B)$$

Single Die Probability

A fair die is rolled. Find the probability of getting an even number or a number greater than 4.

Even numbers: {2,4,6}. Greater than 4: {5,6}. Union: {2,4,5,6}.

$$P=\frac{4}{6}=\frac{2}{3}$$

Cards: Heart or King

One card is drawn from a standard 52-card deck. Find the probability that it is a heart or a king.

$$P(H\cup K)=\frac{13}{52}+\frac{4}{52}-\frac{1}{52}=\frac{16}{52}=\frac{4}{13}$$

Final answer: $4/13$.

Complement Probability

A box contains 5 defective and 45 good bolts. If one bolt is selected, find the probability that it is not defective.

$$P(\text{not defective})=1-\frac{5}{50}=0.90$$

Final answer: 0.90 or 90%.

Two Dice: Sum of 7 or 11

Two fair dice are rolled. Find the probability the sum is 7 or 11.

Total outcomes = 36. Ways to get sum 7: (1,6),(2,5),(3,4),(4,3),(5,2),(6,1) = 6 ways. Ways to get sum 11: (5,6),(6,5) = 2 ways. Events are mutually exclusive (no overlap).

$$P=\frac{6+2}{36}=\frac{8}{36}=\frac{2}{9}$$

Final answer: $2/9 \approx 0.222$.

Mutually Exclusive Events

In a single roll of a die, find the probability of getting a 2 or a 5.

These events are mutually exclusive (both cannot happen at once), so $P(A \cap B) = 0$.

$$P(2\cup5)=P(2)+P(5)=\frac{1}{6}+\frac{1}{6}=\frac{2}{6}=\frac{1}{3}$$

Final answer: $1/3$.

Independent Events

A coin is flipped and a die is rolled. Find the probability of getting heads AND a 3.

The two events are independent (the coin doesn't affect the die). For independent events: $P(A \cap B) = P(A) \cdot P(B)$.

$$P(\text{H and 3})=\frac{1}{2}\times\frac{1}{6}=\frac{1}{12}$$

Final answer: $1/12$.

Probability from a Venn Diagram

In a group of 40 students: 18 like Math, 22 like Science, and 10 like both. Find the probability a randomly chosen student likes at least one subject.

Use the addition rule to find the union.

$$n(M\cup S)=18+22-10=30$$
$$P(M\cup S)=\frac{30}{40}=0.75$$

Final answer: 0.75 or 75%.

Three Coin Flips: At Least Two Heads

A fair coin is flipped 3 times. Find the probability of getting at least 2 heads.

Total outcomes = $2^3 = 8$. Favorable: exactly 2 heads: HHT, HTH, THH (3 ways); exactly 3 heads: HHH (1 way). Total = 4.

$$P(\text{at least 2 H})=\frac{4}{8}=\frac{1}{2}$$

Final answer: $1/2$.

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