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In a table of random digits such as Table D, each digit is equally likely to be any of \(0,1,2,3,4,5,6,\) \(7,8,\) or \(9 .\) What is the probability that a digit in the table is 7 or greater? $$ \begin{array}{l}{\text { (a) } 7 / 10 \quad \text { (c) } 4 / 10 \quad \text { (e) } 1 / 10} \\ {\text { (b) } 6 / 10 \quad \text { (d) } 3 / 10}\end{array} $$

Short Answer

Expert verified
The probability is 3/10, which is option (d).

Step by step solution

01

Understand the Probability Setup

In this exercise, all digits from 0 to 9 are equally likely. That's a total of 10 possible digits.
02

Identify Favorable Outcomes

The question asks for the probability of a digit being 7 or greater. The favorable digits are 7, 8, and 9. Thus, there are 3 favorable outcomes.
03

Calculate the Probability

Probability is calculated as the number of favorable outcomes divided by the total number of possible outcomes. Thus, the probability is \( \frac{3}{10} \).
04

Select the Correct Answer

Based on the calculation, the probability is \( \frac{3}{10} \), which corresponds to option (d) 3/10.

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Key Concepts

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

Random Digits
A table of random digits presents numbers in a completely unbiased and unpredictable way. Each digit, ranging from 0 to 9, appears with no preference or pattern. This forms a foundational concept in probability, where each number holds the same level of uncertainty in terms of its appearance.

The beauty of random digits lies in their fairness. When using a table of random digits, or any random number generator, it's important to understand that each outcome is equally likely. This is essential for tasks requiring random sampling, ensuring unbiased and representative selections.

Consider a scenario where we want to pick a number and each has an equal chance of being selected. Random digits help provide a mechanism to achieve this. Knowing that every digit, from 0 to 9, has an equal possibility to appear helps set the stage for further probability calculations.
Equally Likely Outcomes
The concept of equally likely outcomes means that each possible result of an event has the same chance of occurring. In the context of a table of random digits, this means each number from 0 to 9 has an equal probability of appearing, specifically \ \( \frac{1}{10} \ \) or 10%. This equal probability forms the foundation of determining outcomes in probability problems.

Understanding equally likely outcomes helps to create a fair basis for calculating probabilities. For instance, if a question asks for the likelihood of rolling any given number on a fair 10-sided die, each side or number has the same odds due to their equal probability of showing up.

Recognizing and setting up events with equally likely outcomes is an essential step in probability. When each outcome is treated with the same likelihood, calculations and predictions become clearer and more precise.
Favorable Outcomes Calculation
To calculate favorable outcomes, we first need to recognize which outcomes meet the desired criteria we are analyzing. For the example of a random digit being 7 or greater, the favorable outcomes are specifically the numbers 7, 8, and 9.

Once favorable outcomes are identified, calculating probability becomes systematic:
  • Count the number of favorable outcomes. In this scenario, it's 3 (since there are three possible numbers: 7, 8, and 9).
  • Determine the total number of possible outcomes, which is 10 (the numbers ranging from 0 to 9).
  • Apply the probability formula: \ \( \text{Probability} = \frac{\text{Number of Favorable Outcomes}}{\text{Total Number of Outcomes}} \ \)
Thus, in our example, the probability is \ \( \frac{3}{10} \ \). This method of identifying and quantifying favorable outcomes is crucial in making informed predictions based on probability.

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