Probability and Odds

Jun 14, 2024

Lecture Notes: Probability and Odds

Introduction

  • Topic: Exploring probability and defining odds
  • Focus: Calculating odds in favor and odds against using probability

Definitions and Concepts

Event and Complement

  • Event: The occurrence we are interested in (e.g., winning the gray cup)
  • Probability of Event (A):
    • Given as 25% or 0.25 (can also be written as 1/4)
  • Complement of Event (A'):
    • The event not occurring
    • Notated as A' or A-bar
    • Probability of Complement (A'): 1 - P(A) = 3/4

Odds

  • Odds in Favor:
    • Calculated as: P(A) / P(A')
    • Example: If P(A) = 1/4 and P(A') = 3/4
      • Odds in favor = (1/4) / (3/4) = 1/3
      • Simplified to: 1 to 3
  • Odds Against:
    • Calculated as: P(A') / P(A)
    • Example: Using the same P(A) and P(A') as above
      • Odds against = (3/4) / (1/4) = 3/1
      • Simplified to: 3 to 1

Example Problems

Example 1: Choosing a Face Card

  • Scenario: Mario chooses a single card from a standard deck where all hearts are in Janara's hand
  • Face Cards: Jack, Queen, King of hearts
  • Total Hearts: 13
  • Face Cards: 3
  • Non-Face Cards: 10
  • Odds in Favor:
    • Probability of face card = 3/13
    • Probability of non-face card = 10/13
    • Odds in favor = 3 to 10

Example 2: Day of the Week

  • Scenario: What are the odds against a randomly chosen day being Sunday?
  • Probability of Sunday: 1/7
  • Probability of Not Sunday: 6/7
  • Odds Against:
    • Odds against = 6/1
    • Which is: 6 to 1

Example 3: College Gift Card

  • Scenario: Determining the probability from given odds
  • Odds Against: 57 to 43 that a student is not in the first year
  • Calculating Probability:
    • Adds up odds to get total outcomes: 57 + 43 = 100
    • Probability of being in the first year = 43/100 = 43%

Example 4: Hockey Shootout

  • Scenario: Deciding who should take the shot based on past success rates
  • Ellen: 8 goals out of 13 attempts (Probability: 0.615)
  • Brittany: 10 goals out of 17 attempts (Probability: 0.588)
  • Josie: 2 goals out of 3 attempts (Probability: 0.667)
  • Decision: Based on highest probability or consistency (Ellen)

Example 5: Charity Carnival Games

  • Scenario: Comparing odds against winning two games
  • Bim: Odds against = 5 to 2 (converts to odds in favor = 2 to 5)
  • Zap: Odds against = 7 to 3 (converts to odds in favor = 3 to 7)
  • Probabilities:
    • Winning Bim: 2/7 = 0.286
    • Winning Zap: 3/10 = 0.3
  • Decision: Higher probability of winning Zap

Summary

  • Odds in Favor: P(A) / P(A')
  • Odds Against: P(A') / P(A)
  • Clarification: Odds are not the same as probability ratios; total outcomes cancel out in odds

Next Steps

  • Upcoming Topics: Counting methods, set theory, and notation for solving more complicated probabilities

Thanks for watching!