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Math A

Probability (Math A): Practice Problems and Methods

Count so that every outcome is equally likely. Treating balls of the same color as different is the standard trick.

Basic, Standard: Grade 10 · Term 2 / Advanced: Grade 12 · Exam prep

Math problem generator

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Basics and complements

The probability of an event AA is P(A)=n(A)n(U)P(A) = \dfrac{n(A)}{n(U)}. Two dice give 36 outcomes; drawing two balls from a bag of nn gives nC2 {}_{n}\mathrm{C}_{2}.

Unions and complements
P(A∪B)=P(A)+P(B)−P(A∩B),P(A‾)=1−P(A)P(A \cup B) = P(A) + P(B) - P(A \cap B),\qquad P(\overline{A}) = 1 - P(A)

"At least one" is easiest with the complement. Example: the probability of at least one 6 with three dice is 1−(56)3=912161 - \left(\frac{5}{6}\right)^3 = \frac{91}{216}.

Independent and repeated trials

Probabilities of independent trials multiply. If an event has probability pp in one trial, the probability it happens exactly rr times in nn trials is

nCr pr(1−p)n−r{}_{n}\mathrm{C}_{r}\,p^r(1 - p)^{n - r}

In "first to win 3 games" problems, remember that the deciding game is the last one: count the earlier games as repeated trials.

Conditional probability and expected value

Conditional probability and the multiplication rule
PA(B)=P(A∩B)P(A),P(A∩B)=P(A)PA(B)P_A(B) = \frac{P(A \cap B)}{P(A)},\qquad P(A \cap B) = P(A)P_A(B)

For "given that the ball is red, what is the probability it came from box A?", find P(red)P(\text{red}) by splitting over the boxes and apply the formula above.

The expected value is the sum of (value) × (probability of that value); it is the long-run average amount.