In a competitive examination, an examinee either guesses or copies or knows the answer to multiple choice question with four choices. The probability that he makes a guess is `1/3` and the probability that he copies the answer is 1/6. The probability that the answer is correct, given that he copies it, is `1/8`. Find the probability that he knows the answer to the question, given that he correctly answered
In a competitive examination, an examinee either guesses or copies or knows the answer to multiple choice question with four choices. The probability that he makes a guess is `1/3` and the probability that he copies the answer is 1/6. The probability that the answer is correct, given that he copies it, is `1/8`. Find the probability that he knows the answer to the question, given that he correctly answered
Text Solution
AI Generated Solution
The correct Answer is:
To solve the problem, we will use the concept of conditional probability and the law of total probability. Here is the step-by-step solution:
### Step 1: Define the Events
Let:
- \( G \): the event that the examinee guesses the answer.
- \( C \): the event that the examinee copies the answer.
- \( K \): the event that the examinee knows the answer.
- \( A \): the event that the answer is correct.
### Step 2: Given Probabilities
From the problem, we have:
- \( P(G) = \frac{1}{3} \)
- \( P(C) = \frac{1}{6} \)
- \( P(K) = 1 - P(G) - P(C) = 1 - \frac{1}{3} - \frac{1}{6} = \frac{1}{2} \)
### Step 3: Find the Probability of Correct Answers
Next, we need to find the probability of getting the answer correct given each event:
- If the examinee guesses, the probability of getting the answer correct is \( P(A|G) = \frac{1}{4} \) (since there are 4 choices).
- If the examinee copies, the probability of getting the answer correct is \( P(A|C) = \frac{1}{8} \).
- If the examinee knows the answer, the probability of getting the answer correct is \( P(A|K) = 1 \).
### Step 4: Use the Law of Total Probability
Now, we can find the total probability of answering correctly, \( P(A) \):
\[
P(A) = P(A|G)P(G) + P(A|C)P(C) + P(A|K)P(K)
\]
Substituting the values:
\[
P(A) = \left(\frac{1}{4} \cdot \frac{1}{3}\right) + \left(\frac{1}{8} \cdot \frac{1}{6}\right) + \left(1 \cdot \frac{1}{2}\right)
\]
Calculating each term:
- \( P(A|G)P(G) = \frac{1}{4} \cdot \frac{1}{3} = \frac{1}{12} \)
- \( P(A|C)P(C) = \frac{1}{8} \cdot \frac{1}{6} = \frac{1}{48} \)
- \( P(A|K)P(K) = 1 \cdot \frac{1}{2} = \frac{1}{2} = \frac{24}{48} \)
Now combine these:
\[
P(A) = \frac{1}{12} + \frac{1}{48} + \frac{24}{48}
\]
Finding a common denominator (48):
\[
P(A) = \frac{4}{48} + \frac{1}{48} + \frac{24}{48} = \frac{29}{48}
\]
### Step 5: Find the Desired Probability
We want to find \( P(K|A) \), the probability that the examinee knows the answer given that they answered correctly. Using Bayes' theorem:
\[
P(K|A) = \frac{P(A|K)P(K)}{P(A)}
\]
Substituting the known values:
\[
P(K|A) = \frac{1 \cdot \frac{1}{2}}{\frac{29}{48}} = \frac{\frac{1}{2}}{\frac{29}{48}} = \frac{24}{29}
\]
### Final Answer
Thus, the probability that the examinee knows the answer given that they answered correctly is:
\[
\boxed{\frac{24}{29}}
\]
Similar Questions
Explore conceptually related problems
In a competitive examination, an examinee either guesses or copies or knows the answer to amultiple choice question with four choices. The probability that he makes a guess is 1/3 and the probability that he copies the answer is 1/6. The probability that the answer is correct, given that he copiedit, is 1/8 . Find the probability that he knows the answer to the question, given that he correctly answered
In a competitive examination, an examinee either guesses or copies or knows the answer to amultiple choice question with four choices. The probability that he makes a guess is 1/3 and the probability that he copies the answer is 1/6. The probability that the answer is correct, given that he copiedit, is 1/8 . Find the probability that he knows the answer to the question, given that he correctly answered
In a test an examinee either guesses, copies or knows the answer to multiple choice question with five choices. The probability that he makes a guess is 1/4 and probability that he copies the answer is 1/8 . The probability that his answer is correct given that he copies is 1/10 . Find the probability that he knows the answer to the question given that he correctly answered it:
Probability that Hameed passes in Mathematics is 2/3 and the probability that he passes in English is 4/9. If the probability of passing both courses is 1/4. What is the probability that Hameed will pass in at least one of these subjects?
In an entrance examination, a candidate is to answer a multiple choice question which has four alternative solutions. The candidate either guesses the answer or he knows the answer. The probability that he knows the answer is 0.6. The examiner has found that the candidate has answered the question correctly. Find the probability that the candidate knew the answer, given that he answered it correctly.
In answering a question on a multiple choice test, a student either knows the answer or guesses. Let 3/4 be the probability that he knows the answer and 1/4 be the probability that he guesses. Assuming that a student who guesses at the answer with probability 1/4. what is the probability that the student knows the answer given that he answers correctly.?
In answering a question on a multiple choice test a student either knows the answer or guesses. Let the probability that he knows the answer is 3/4 and probability that he guesses is 1/4 . Assuming that a student who guesses the answer and given correct answer is 1/4 . What is the probability that student knows the answer given that he answered it correctly?
In answering a question on a multiple choice test, a student either knows the answer or guesses. Let 3/5 be the probability that he knows the answer and 2/5 be the probability that he guesses. Assuming that a student who guesses at the answer will be correct with probability 1/3 , what is the probability that the student knows the answer given that he answered it correctly
The probability that a certain person will buy a shirt is 0.2, the probability that he will buy a trouser is 0.3, and the probability that he will buy a shirt given that he buys a trouser is 0.4. Find the probability that he will buy both a shirt and a trouser. Find also the probability that he will but a trouser given that he buys a shirt.
In an entrance test, there are multiple choice questions. There are four possible answers to each question, of which one is correct. The probability that a student knows the answer to a question is 90%. If the gets the correct answer to a question, then find the probability that he was guessing.
Recommended Questions
- In a competitive examination, an examinee either guesses or copies or ...
Text Solution
|
- In answering a question on a multiple choice test, a student either k...
Text Solution
|
- In answering a question on a multiple choice test, a student either...
Text Solution
|
- In answering a question on a multiple choice test, a student either kn...
Text Solution
|
- In an examination, an examinee either guesses or copies or knows the a...
Text Solution
|
- In answering a question on a multiple choice test, a student either kn...
Text Solution
|
- In answering a question on a multiple choice test a student either kno...
Text Solution
|
- In a test, a student either guesses or copies or knows the answer to a...
Text Solution
|
- एक परीक्षा में एक परीक्षार्थी, चार विकल्पों वाले बहुविकल्पीय प्रश्न के...
Text Solution
|