A final year student appears for placement interview in two companies, S and T. Based on her interview performance, she estimates the probability of receiving job offers from companies S and T to be 0.8 and 0.6, respectively. Let p be the probability that she receives job offers from both the companies. Select the most appropriate option.
Correct Answer :
0.4 ≤ p ≤ 0.6
Solution :
The correct option is 0.4 ≤ p ≤ 0.6.
Let us analyze the problem step-by-step to understand why this range for the probability is correct.
Let be the event that the student receives a job offer from company S, and be the event that she receives a job offer from company T.
We are given the individual probabilities of these events:
Let be the probability that she receives job offers from both companies. This is represented by the intersection of the two events:
To find the bounds for , we use standard probability inequalities.
1. Finding the Upper Bound:
The probability of the intersection of two events cannot exceed the probability of either individual event.
Therefore, we must have:
and
Thus,
Substituting the given values:
2. Finding the Lower Bound:
We know that the probability of the union of two events is given by the formula:
Rearranging this equation to solve for , we get:
Since the probability of any union of events cannot exceed 1:
Using this inequality, we can write:
Substituting the given values:
Conclusion:
Combining the lower bound and the upper bound, we get:
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