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What is the expected value when a \(\$ 1\) lottery ticket is bought in which the purchaser wins exactly \(\$ 10\) million if the ticket contains the six winning numbers chosen from the set \(\\{1,2,3, \ldots, 50\\}\) and the purchaser wins nothing otherwise?

Short Answer

Expert verified
The expected value is \( -0.371 \).

Step by step solution

01

– Understanding the Problem

A lottery ticket costs \( \(1 \) and wins \( \)10 \) million if the six chosen numbers match. Otherwise, it wins nothing.
02

– Calculating Total Possible Outcomes

Calculate the total number of ways to choose 6 numbers from 50. The formula for combinations is used: \[ \binom{50}{6} = \frac{50!}{6!(50-6)!} \]
03

– Determining the Probability of Winning

The probability of picking the winning 6 numbers is: \[ P(\text{win}) = \frac{1}{\binom{50}{6}} \]
04

– Expected Value Calculation

The expected value (\text{EV}) is calculated by multiplying the winning probability by the prize amount: \[ \text{EV} = P(\text{win}) \times 10,000,000 \]
05

– Subtracting the Ticket Cost

Subtract the cost of the ticket from the expected value to get the net expected value: \[ \text{Net EV} = \text{EV} - 1 \]
06

– Final Calculation

Substitute in the numbers: \[ \binom{50}{6} = 15,890,700 \] \[ P(\text{win}) = \frac{1}{15,890,700} \] \[ \text{EV} = \frac{10,000,000}{15,890,700} = 0.629 \] \[ \text{Net EV} = 0.629 - 1 = -0.371 \]

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Probability
Probability is a measure of the likelihood that an event will occur. In our lottery example, the probability of winning depends on the total number of possible outcomes.
The general formula for finding the probability of a single event happening is:
  • \text{Probability} = \frac{\text{Number of favorable outcomes}}{\text{Total number of possible outcomes}}
In this lottery case, the total number of possible outcomes is the number of ways you can choose 6 numbers from a set of 50. This is denoted by the combinatory function as: \ \binom{50}{6}.
Using the combinatory formula: \[ \binom{50}{6} = \frac{50!}{6!(50-6)!} = 15,890,700 \]
This shows that there are 15,890,700 possible ways to choose 6 numbers out of 50.
Therefore, the probability of winning with one ticket is: \[ P(\text{win}) = \frac{1}{15,890,700} \]This small probability shows just how unlikely it is to win the lottery.
Combinatorics
Combinatorics is a branch of mathematics dealing with combinations, permutations, and counting. It helps us understand the various ways of selecting items from a group.
In the context of our lottery problem, we use combinations to find out how many ways we can select 6 numbers from a set of 50.
The formula for combinations is: \[ \binom{n}{r} = \frac{n!}{r!(n-r)!} \]
  • Here, \ n=50 \ is the total number of numbers, and r=6 is the number of numbers to be chosen.
Therefore, \[ \binom{50}{6} = \frac{50!}{6! \times (50-6)!} = 15,890,700 \]This tells us there are 15,890,700 different ways to choose 6 numbers out of 50.
Understanding this calculation is crucial because it underpins the probability of winning the lottery, as explained in our previous section.
In simpler terms, combinatorics lets us count large quantities systematically.
Lottery
A lottery is a form of gambling that involves drawing numbers at random for a prize. In our exercise, we deal with a lottery where a ticket costs \(1, and the prize for winning is \)10 million.
The lottery system is based on combinatorics and probability, as discussed earlier.
Winning such a lottery is incredibly difficult due to the high number of possible combinations. \[ \binom{50}{6} = 15,890,700 \]
People often buy lottery tickets despite the low probability of winning because of the huge potential prize.
To determine the expected value (EV) of buying a lottery ticket, you multiply the prize by the probability of winning: \[ EV = P(\text{win}) \times 10,000,000 \]
To find out the net expected value, you then subtract the cost of the ticket: \[ Net~EV = EV - 1 \] In this case, \[ EV = \frac{10,000,000}{15,890,700} \] resulting in approximately 0.629. Upon subtracting the cost of the ticket, you get: \[ Net~EV = 0.629 - 1 = -0.371 \]
This negative value suggests that, on average, you lose money by buying a lottery ticket.
Understanding these concepts can help you make more informed decisions when it comes to gambling and other probabilistic scenarios.

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