The variable x takes a value between 0 and 10 with uniform probability distribution. The variable y takes a value between 0 and 20 with uniform probability distribution. The probability of the sum of variables (x + y) being greater than 20 is
Correct Answer :
0.25
Solution :
The correct answer is 0.25.
Step-by-step Explanation:
1. Identify the sample space:
The variable is uniformly distributed between 0 and 10:
The variable is uniformly distributed between 0 and 20:
Since and are independent, their joint probability density function is uniform over a rectangular region in the 2D plane.
The total area of this rectangular region (the sample space ) is:
2. Define the event of interest:
We want to find the probability that the sum of the variables is greater than 20:
This inequality can be rewritten as:
3. Determine the favorable region:
We need to find the area within the rectangle that lies above the line .
Let us find the boundary points of this region where the line intersects the boundaries of our rectangle:
- At , . This is the top-left corner of the rectangle: .
- At , . This point is on the right boundary of the rectangle: .
The line connects and . The region where within the rectangle is a right-angled triangle with vertices at , , and .
4. Calculate the area of the favorable region:
The base of this triangle along the top edge of the rectangle (from to at ) has a length of:
The height of this triangle along the right edge of the rectangle (from to at ) has a length of:
Thus, the area of the favorable region is:
5. Calculate the probability:
Since the probability distribution is uniform, the probability is the ratio of the favorable area to the total area of the sample space:
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