Prob. y EstadísticaProbability RulesS-CP.A.1

Events, Unions, Intersections and Complements

Describe events with "or," "and" and "not."

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Esta lección aún no está traducida. Por ahora se muestra en inglés; la versión en español está en camino.

In Grade 7 you listed sample spaces with lists, tables and trees. Probability rules are built on that idea, plus the language of sets: an event is just a set of outcomes, and "or," "and" and "not" are ways of combining sets.

Idea clave

The sample space $S$ is the set of all possible outcomes. An event is a subset of $S$. Complement $A^{\prime}$ (not A): outcomes not in A. Union $A \cup B$ (A or B): outcomes in A, in B, or in both. Intersection $A \cap B$ (A and B): outcomes in both. When outcomes are equally likely, $$P(A) = \dfrac{\text{number of outcomes in } A}{\text{number of outcomes in } S}.$$

Por qué funciona

Probability measures how much of the sample space an event covers. If every outcome is equally likely, each outcome carries the same share of probability, so counting outcomes gives the probability. Thinking of events as regions (a Venn diagram) makes "or" and "and" visible: "or" is everything covered by either region, "and" is only the overlap.
Each number is how many outcomes of one die roll sit in that region: {2} in A only, {4, 6} in both, {5} in B only, {1, 3} in neither.

Ejemplo resuelto: One die

Roll a fair die. Let A = "even" and B = "greater than 3." Find $P(A \cup B)$, $P(A \cap B)$ and $P(A^{\prime})$.
  1. $S = \{1, 2, 3, 4, 5, 6\}$, six equally likely outcomes. $A = \{2, 4, 6\}$ and $B = \{4, 5, 6\}$.
  2. $A \cup B = \{2, 4, 5, 6\}$: 4 outcomes, so $P = \dfrac{4}{6} = \dfrac{2}{3}$. (4 and 6 are in both, but each is listed once.)
  3. $A \cap B = \{4, 6\}$: $P = \dfrac{2}{6} = \dfrac{1}{3}$.
  4. $A^{\prime} = \{1, 3, 5\}$: $P = \dfrac{3}{6} = \dfrac{1}{2}$.

Respuesta: $\frac{2}{3}$, $\frac{1}{3}$ and $\frac{1}{2}$.

Ejemplo resuelto: One card

Draw one card from a standard 52-card deck. What is the probability it is a heart or a face card (jack, queen, king)?
  1. Hearts: 13 cards. Face cards: 12 cards (3 in each of 4 suits).
  2. The jack, queen and king of hearts are in both groups, so they were counted twice.
  3. Cards in "heart or face card": $13 + 12 - 3 = 22$.
  4. $P = \dfrac{22}{52} = \dfrac{11}{26}$.

Respuesta: $\frac{11}{26}$

Error común

Reading "A or B" as "exactly one of A and B." In probability, "or" is inclusive: outcomes in both events count too. For the die, $A \cup B$ includes 4 and 6. Check with a Venn diagram: shade both circles completely, overlap included.

Práctica

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Fuentes y lecturas

  • OpenStax, Introductory Statistics 2e, section 3.1 Terminology
  • Common Core State Standards for Mathematics, S-CP.A.1 (Describe events as subsets of a sample space using unions, intersections, or complements)