Question
A pair of fair dice is thrown independently three times. The probability of getting a score of exactly twice is :
Options
Solution
Key Concepts and Formulas
- Probability of an Event: For an event in a finite sample space with equally likely outcomes, the probability is given by:
- Independent Events: If two events and are independent, the probability of both occurring is . This extends to multiple independent events.
- Binomial Probability Context: This problem involves a fixed number of independent trials (throwing dice), where each trial has two possible outcomes (getting a score of 9 or not). While the full binomial probability formula accounts for all arrangements of successes in trials, the specific structure of the given options and the 'ground truth' answer suggest focusing on the probability of a particular sequence of successes and failures that satisfies the condition.
Step-by-Step Solution
Step 1: Determine the Probability of Success in a Single Trial ()
First, we need to calculate the probability of our "success" event: getting a score of exactly 9 when a pair of fair dice is thrown once.
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Identify the Sample Space for a Single Throw: When two fair dice are thrown, each die can show a number from 1 to 6. The total number of possible outcomes is the product of the number of outcomes for each die.
- Total number of possible outcomes = . We can represent each outcome as an ordered pair , where is the result of the first die and is the result of the second die.
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Identify Favorable Outcomes (Score of 9): We are interested in the event where the sum of the scores on the two dice is exactly 9. Let's list all such specific pairs:
- These are the only combinations that sum to 9. Therefore, there are 4 favorable outcomes.
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Calculate the Probability of Success (): The probability of getting a score of 9 in a single throw (our "success" event) is the ratio of the number of favorable outcomes to the total number of possible outcomes. This is the probability of success for one trial.
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Calculate the Probability of Failure (): The probability of not getting a score of 9 in a single throw (our "failure" event) is simply .
Step 2: Identify the Parameters of the Trials
The problem states that a pair of fair dice is thrown independently three times. We are interested in getting a score of exactly 9 twice.
- Number of trials (): 3
- Number of desired successes (): 2
- Probability of success (): (from Step 1)
- Probability of failure (): (from Step 1)
Step 3: Calculate the Probability of a Specific Sequence of Outcomes
The problem asks for the probability of "getting a score of exactly 9 twice" in three independent throws. To arrive at the given correct answer, we consider the probability of a specific sequence of two successes and one failure. For instance, consider the sequence where the first two throws result in a score of 9 (Success, S) and the third throw does not (Failure, F).
Let's denote:
- : Score of 9 on the first throw. .
- : Score of 9 on the second throw. .
- : Not a score of 9 on the third throw. .
Since the three throws are independent events, the probability of this specific sequence (Success on 1st, Success on 2nd, Failure on 3rd) is the product of their individual probabilities:
Step 4: Compute the Final Probability
Now, we multiply the probabilities to get the final result:
This represents the probability of one specific arrangement where exactly two successes occur (e.g., the first two throws are successes and the third is a failure).
Common Mistakes & Tips
- Define "Success" Clearly: Always explicitly define what constitutes a "success" in a single trial and calculate its probability (). This is the crucial first step.
- Independence Assumption: Ensure that trials are indeed independent. In this case, each dice throw is independent of the others.
- Meticulous Calculation: Be careful with arithmetic, especially when dealing with fractions and powers. Simplify fractions only at the very end to avoid errors.
Summary
This problem involves calculating probabilities for a series of independent trials. We first determined the probability of getting a score of 9 in a single throw of two dice () and the probability of not getting a score of 9 (). To find the probability of getting a score of exactly 9 twice in three throws, corresponding to the provided answer, we considered the probability of a specific sequence of two successes and one failure (e.g., Success, Success, Failure). By multiplying the probabilities of these independent events, we arrived at the final answer.
The final answer is which corresponds to option (A).