What is the probability of winning the three-digit lottery under the lesson's uniform model?
Conditions
- The lottery consists of three positions.
- Each position has ten possible choices (digits 0-9).
- Repetition of digits is allowed.
- The model assumes a uniform distribution over all possible tickets.
Reasoning, step by step
- Calculate the number of choices for the first position: 10.
- Calculate the number of choices for the second position: 10.
- Calculate the number of choices for the third position: 10.
- Multiply the choices to find the total number of ordered tickets: .
- Identify that there is exactly one winning ticket.
- Calculate the probability as the ratio of winning tickets to total tickets: .
Example
The script states: 'With ten choices in each of three positions and repetition allowed, there are 1000 ordered tickets. Under the lesson’s uniform model, one winning ticket has probability .'
Common misconceptions
- Assuming the probability is because there are 10 digits.
- Believing that repetition is not allowed, which would reduce the total number of tickets to .
- Confusing the probability of matching a specific digit with the probability of matching the entire sequence.
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To calculate the expected value, list all mutually exclusive outcomes, assign their stated monetary gains or losses, and ensure the probabilities sum to one. Then, compute the weighted mean by multiplying each outcome's value by its probability and summing these products.
Conditions: The outcomes are mutually exclusive.; The probabilities assigned to the outcomes sum to exactly one.; Monetary values are defined consistently, including any applicable costs.
The expected value is calculated as a long-run average by weighting each net outcome by its probability. First, determine the net profit for winning and losing.
Conditions: The lottery has three positions with ten choices each, allowing repetition.; The model assumes all 1000 ordered tickets are equally likely.; The ticket costs $1.; The winning prize payment is $500, which includes the full prize amount.
The net outcome for winning is $499, and the net outcome for losing is -$1. These values are derived by subtracting the $1 ticket cost from the $500 prize (for a win) and from $0 (for a loss).
Conditions: The ticket costs $1.; The winning prize is $500.; Net outcome is defined as prize minus cost.
You must distinguish them because expected value measures the average financial gain or loss relative to the initial investment. The prize paid is the gross revenue, but the net profit accounts for the cost of the ticket.
Conditions: The lottery ticket has a non-zero cost.; The calculation aims to determine the player's expected financial outcome (profit/loss).
To scale an expected value, calculate the expectation for a single unit and then multiply it by the total number of units. This relies on the linearity of expectation, which holds regardless of whether the units are independent, provided the individual expectations are defined.
Conditions: The expectation for a single unit is known or calculable.; The number of units is fixed and finite.
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