Math Problem Statement

(c) If each ticket costs $1, how many tickets should be purchased to get an

expected return of $1000?

Solution

To solve this problem, we'll use the concept of expected value.

Expected Value Formula

The expected value E(X)E(X) of a random variable XX is given by:

E(X)=(x×p(x))E(X) = \sum (x \times p(x))

where:

  • xx represents the outcome.
  • p(x)p(x) represents the probability of that outcome.

Problem Breakdown

Given:

  • The cost per ticket is $1.
  • The expected return is $1000.

Let:

  • nn be the number of tickets to purchase.
  • PP be the probability of winning per ticket.
  • RR be the prize amount if a ticket wins.

We want the expected return (total expected value of all tickets) to equal $1000:

n×(R×P)=1000n \times (R \times P) = 1000

Since the cost of each ticket is $1:

R×P=1R \times P = 1

Therefore:

n×1=1000n \times 1 = 1000

n=1000n = 1000

So, 1000 tickets should be purchased to achieve an expected return of $1000.

Would you like any further details or explanations?


Here are some related questions:

  1. How does changing the prize amount affect the number of tickets needed for a specific expected return?
  2. What is the concept of expected value, and how is it applied in other scenarios?
  3. How does the probability of winning a ticket affect the expected return?
  4. If the ticket cost were $2, how would that change the number of tickets needed?
  5. What happens to the expected return if more tickets are purchased?
  6. How do you calculate the expected value in a scenario with multiple prize levels?
  7. How does variance impact decision-making in scenarios involving expected return?
  8. What are some real-world applications of expected value calculations in finance or business?

Tip: Expected value is a fundamental concept in probability theory that helps in making informed decisions in uncertain situations.

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Math Problem Analysis

Mathematical Concepts

Probability
Expected Value

Formulas

Expected Value Formula: E(X) = Σ(x * p(x))

Theorems

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Suitable Grade Level

Grades 11-12