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91Ó°ÊÓ

Ten percent of U.S. households contain 5 or more people. You want to simulate choosing a household at random and recording "Yes" if it contains 5 or more people. Which of these are correct assignments of digits for this simulation? (a) Odd \(=\) Yes; Even \(=\) No (b) \(0=\) Yes; \(1-9=\) No (c) \(0-5=\) Yes; \(6-9=\) No (d) \(0-4=\) Yes; \(5-9=\) No (e) None of these

Short Answer

Expert verified
Option (b) is correct: 0 = Yes; 1-9 = No.

Step by step solution

01

Understand the Problem

We are simulating a random selection of a U.S. household that has 5 or more people. According to the problem, there is a 10% chance of selecting such a household. Hence, any assignment needs to reflect this 10% probability accurately.
02

Analyze Option (a)

Option (a) assigns odd numbers to 'Yes' and even numbers to 'No'. There are 5 odd digits (1, 3, 5, 7, 9) out of 10 total digits, which represents a 50% probability for 'Yes'. This does not match the required 10% probability.
03

Analyze Option (b)

Option (b) assigns the digit 0 to 'Yes' and digits 1 to 9 to 'No'. There is 1 digit (0) out of 10 total digits for 'Yes', representing a 10% probability of choosing 'Yes', which fits the requirement.
04

Analyze Option (c)

Option (c) assigns digits 0 to 5 to 'Yes' and digits 6 to 9 to 'No'. There are 6 digits (0 through 5) for 'Yes', which represents a 60% probability, not 10%.
05

Analyze Option (d)

Option (d) assigns digits 0 to 4 to 'Yes' and digits 5 to 9 to 'No'. There are 5 digits for 'Yes', representing a probability of 50%, which is not correct.
06

Determine the Correct Option

Since only Option (b) assigns exactly 10% of the available digits (1 out of 10) for 'Yes', it is the correct assignment.

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Key Concepts

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

Random Selection
Random selection is a powerful concept used in probability simulations. It allows us to simulate a situation as if it were naturally occurring in the real world. In this exercise, the goal is to mimic the random choice of a U.S. household, providing us with realistic outcomes without physically visiting each house.

When we select randomly, each element in a group has an equal chance of being picked. Sometimes, this includes using a random number generator, drawing lots, or flipping a coin. The key aspect here is equality in chances, ensuring the selection process isn't biased toward any group. In the case of our exercise, the 'yes' or 'no' choice of household size is meant to replicate actual data proportions - 10% of households having 5 or more occupants.

For this to work effectively, our random selection method should mirror these probabilities as closely as possible.
Digit Assignment
Digit assignment is crucial in executing a probability simulation accurately. It is all about matching numerical representations with real-world probabilities.

In our exercise, we need a digit assignment that accurately reflects that 10% of U.S. households have five or more people. This means only 1 in 10 digits should correspond to 'Yes'.

  • Option (b) achieves this by assigning the digit 0 to 'Yes', accurately reflecting the 10% probability.
  • Other options, such as assigning 0-5 to 'Yes' (Option c), provide a 60% likelihood, which doesn't match our 10% requirement.
Digit assignment becomes a visual and numeric method to ensure our simulated outcomes match statistical probabilities.
Simulation Accuracy
Simulation accuracy is vital for meaningful results in probability simulations. If the simulation doesn't accurately replicate real-world probabilities, the results can be misleading.

For accuracy, any digit assignment must work to match the actual percentage occurrence of the event being simulated. In this case, we are targeting a 10% occurrence of households with 5 or more members.

Using Option (b), with a single digit (0) representing 'Yes', ensures each digit in our simulation gives us the desired effect - a 10% chance.

This option illustrates the importance of precision, as deviations lead to inaccurate predictive outcomes. Therefore, an accurate simulation is one that mirrors reality as closely as possible, using correct digit assignments.
U.S. Households
The concept relates directly to the typical structure and statistics around families in the U.S. Knowing that 10% of households have five or more people is crucial for guiding our probability simulation choices.

Understanding the actual demographic breakdown helps make the simulation effective and realistic. Numbers assigned need to reflect this statistical reality, making our random digit simulations reliable.

Households in the U.S. can vary significantly, so acknowledging that only a small percentage are larger families helps tailor our probability assignments accurately.

Such understanding aids in forming a solid basis for simulations, enhancing their relevance and effectiveness in capturing real-life scenarios.

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Most popular questions from this chapter

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