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On September \(11,2002,\) the first anniversary of the terrorist attack on the World Trade Center, the New York State Lottery's daily number came up \(9-1-1 .\) An interesting coincidence or a cosmic sign? a) What is the probability that the winning three numbers match the date on any given day? b) What is the probability that a whole year passes without this happening? c) What is the probability that the date and winning lottery number match at least once during any year? d) If every one of the 50 states has a three-digit lottery, what is the probability that at least one of them will come up \(9-1-1\) on September \(11 ?\)

Short Answer

Expert verified
a) 0.001; b) 0.694; c) 0.306; d) 0.049

Step by step solution

01

Calculate Individual Probability

Each state lottery number is a sequence of three digits, ranging from 000 to 999. Therefore, there are a total of 1000 possible different outcomes for the daily lottery. Each number combination is equally likely, so the probability of getting any specific number sequence, such as 911, is:\[P(\text{specific number}) = \frac{1}{1000}\]
02

Yearly Probability Calculation

The probability that a specific sequence (such as 911) does not appear on any given day is \[P(\text{not 911}) = 1 - \frac{1}{1000} = \frac{999}{1000}\]To find the probability that this sequence never occurs in a year (365 days), we raise this daily probability to the power of 365:\[P(\text{not 911 in a year}) = \left(\frac{999}{1000}\right)^{365}\]
03

Calendar Year Probability

The probability that the specific sequence occurs at least once in a year is calculated by subtracting the probability of it never occurring from 1:\[P(\text{911 at least once in a year}) = 1 - \left(\frac{999}{1000}\right)^{365}\]
04

Multiple State Probability Calculation

For 50 states, each with an independent lottery, we first calculate the probability that none of these states will have 911 as the winning sequence. The probability that one state does not have 911 on September 11 is \(\frac{999}{1000}\). Thus, for all 50 states, it is:\[P(\text{none have 911 on Sep 11}) = \left(\frac{999}{1000}\right)^{50}\]The probability that at least one state has 911 is:\[P(\text{at least one has 911 on Sep 11}) = 1 - \left(\frac{999}{1000}\right)^{50}\]
05

Calculate Values

a) The probability that the winning three numbers match the date 911 on a specific day is \(\frac{1}{1000} = 0.001\).b) Calculating \(\left(\frac{999}{1000}\right)^{365}\) gives approximately 0.694.So, the probability that a whole year passes without this happening is about 0.694.c) The probability that the date and winning lottery number match at least once during any year is:\[1 - 0.694 \approx 0.306\] d) For the fifty states calculation, we find \(\left(\frac{999}{1000}\right)^{50} \approx 0.951\).Hence, the probability that at least one state will have the result 911 on September 11 is:\[1 - 0.951 \approx 0.049\]

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Key Concepts

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

Lottery Probability
The concept of lottery probability refers to the likelihood of any single outcome occurring from a set of possible outcomes in a lottery draw. In the case of a three-digit lottery, there are 1,000 potential outcomes, ranging from 000 to 999. Each number combination has an equal chance of being drawn. This makes the probability of guessing one specific number correctly, like 911, equal to \(\frac{1}{1000}\) or 0.001. This calculation is straightforward because the events are independent and each outcome is equally likely, similar to flipping a fair coin.
Statistical Modeling
Statistical modeling in the context of probability allows us to predict the chance of events over time. For example, we can model the likelihood of seeing a specific lottery number repeat over multiple draws. By determining the probability of a single event and then applying it over many trials, we model the entire process statistically.
Let's say we're modeling the probability that the sequence 911 appears at least once in a year. We calculate the probability that it does not appear on any single day as \(\frac{999}{1000}\). Raising this to the power of 365 gives us the probability it won't appear over any of those days. This is a common statistical technique used to understand events over time in various fields.
Independent Events
Independent events in probability theory mean that the occurrence of one event does not affect the probability of another. This is crucial when calculating multiple lottery draws. Each draw is an independent event; the outcome of one day does not influence the next.
When looking at multiple state lotteries, each state's lottery is independent of the others. For instance, the draw in New York does not impact the results in California. This independence allows us to multiply probabilities across states, simplifying the calculation of complex events, like determining the likelihood that none of the 50 states draw 911 on a specific day.
Combinatorics
Combinatorics is the area of mathematics dealing with combinations of objects. It plays a vital role in probability, especially in determining how likely combinations are formed and selected. In lotteries, combinatorics helps us understand all possible outcomes and how many ways certain events can occur.
  • For example, a three-digit lottery entails 1,000 possible combinations, calculated as permutations of digits from 0 to 9 across three slots.
  • Using combinatorics, we assess situations involving more complex arrangements and their impacts on probability, such as multiple lotteries across different states.
Understanding these combinations and their probabilities is fundamental to making informed predictions about lottery outcomes and is a core aspect of probability mathematics.

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