Probability: Apply It

  • Compute probabilities of equally likely outcomes.
  • Compute probabilities of the union of two events.
  • Use the complement rule to find probabilities.
  • Compute probability using counting theory.

Fantasy Quest Dice Game

You’re playing a fantasy quest game where players roll two six-sided dice to determine the success of their character’s actions. Different total values on the dice lead to different outcomes in the game.

Game Rules:

  • Rolling a sum of 7 or 11 means Critical Success (your character performs an amazing feat)
  • Rolling a sum of 2, 3, or 4 means Failure (your action doesn’t work)
  • Rolling a sum of 10, 11, or 12 means High Roll (you get bonus points)
  • Any other sum means a Standard Success

What is the probability of rolling a sum of 7 on two six-sided dice?

[latex]First, identify the sample space. When rolling two dice, there are [latex]6 \times 6 = 36[/latex] equally likely outcomes. Next, count the outcomes where the sum equals 7: (1,6) (2,5), (3,4), (4,3), (5,2), (6,1)[/latex] There are 6 ways to roll a sum of 7. [latex]P(\text{sum of 7}) = \dfrac{\text{number of favorable outcomes}}{\text{total number of outcomes}} = \dfrac{6}{36} = \dfrac{1}{6}[/latex] The probability of rolling a sum of 7 is [latex]\dfrac{1}{6}[/latex] or approximately 16.67%.[/latex]

The Complement Rule states that [latex]P(E') = 1 - P(E)[/latex], where [latex]E'[/latex] represents all outcomes not in event [latex]E[/latex]. The sum of all probabilities in a sample space must equal 1.

In an advanced version of the game, you draw 3 cards from a special deck containing 5 Spell cards, 4 Weapon cards, and 3 Shield cards. What is the probability that you draw exactly 2 Spell cards and 1 Weapon card?