Math Problem Statement
Question content area top Part 1 A man buys a racehorse for $20 comma 000 and enters it in two races. He plans to sell the horse afterward, hoping to make a profit. If the horse wins both races, its value will jump to $80 comma 000. If it wins one of the races, it will be worth $50 comma 000. If it loses both races, it will be worth only $15 comma 000. The man believes there is a 25% chance that the horse will win the first race and a 40% chance that it will win the second one. Assuming that the two races are independent events, find the man's expected profit. Question content area bottom Part 1 The expected profit is $ enter your response here. (Round to the nearest dollar as needed.)
Solution
Let's solve the problem step-by-step.
Step 1: Define the possible outcomes
We have three possible outcomes for the horse's performance in the two races:
- The horse wins both races: The horse's value increases to $80,000.
- The horse wins exactly one race: The horse's value increases to $50,000.
- The horse loses both races: The horse's value decreases to $15,000.
Step 2: Determine the probabilities of each outcome
We are given the following probabilities for the races:
- The probability that the horse wins the first race is 25% (or 0.25).
- The probability that the horse wins the second race is 40% (or 0.40).
- The two events are independent, so we can use the multiplication rule for independent events to calculate the probabilities of each outcome:
Outcome 1: Wins both races
- Probability =
Outcome 2: Wins exactly one race
This occurs in two sub-cases:
- Wins the first race and loses the second:
- Loses the first race and wins the second:
The total probability of winning exactly one race is:
Outcome 3: Loses both races
- Probability =
Step 3: Determine the corresponding profits
We can now calculate the profit for each outcome:
- Wins both races: The horse is sold for $80,000. The profit is .
- Wins exactly one race: The horse is sold for $50,000. The profit is .
- Loses both races: The horse is sold for $15,000. The profit is .
Step 4: Calculate the expected profit
The expected profit is the sum of the products of each possible profit and its corresponding probability:
Final Answer:
The expected profit is $17,250.
Would you like more details or have any questions about the solution? Here are some related questions for further exploration:
- How would the expected profit change if the probability of winning the first race were increased to 50%?
- What would happen to the expected profit if the value of the horse after losing both races increased to $25,000?
- If the cost of the horse was $25,000 instead of $20,000, how would this affect the expected profit?
- How can we calculate the expected value of an event with three possible outcomes?
- What is the difference between independent and dependent events in probability theory?
Tip: Remember that when calculating the expected value, it's important to account for all possible outcomes and their probabilities, and multiply each profit by its associated probability.
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Math Problem Analysis
Mathematical Concepts
Probability
Expected Value
Independent Events
Formulas
Expected Profit = (Profit1 * Probability1) + (Profit2 * Probability2) + (Profit3 * Probability3)
Theorems
Multiplication Rule for Independent Events
Suitable Grade Level
Grades 9-11