Simple doubt on Expectations (Probability)

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Simple doubt on Expectations (Probability)

knowpraveen


How is this possible? Could anyone solve this for me? I got x/2 as the answer. Moreover, isn't it possible to eliminate other options based on the fact that the expectations wouldn't be greater than 1 since x lies in the interval 0 and 1- which conveniently makes the last three options invalid. Where have I gone wrong? Thanks.
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Re: Simple doubt on Expectations (Probability)

varnika1880
Even m getting it as X/2 only ... .can u plz tell which formula has been used in the answer given ...
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Re: Simple doubt on Expectations (Probability)

knowpraveen
By me?

E(X|X<=x)

So, lets say F(y)= P(X<=y|X<=x) = y/x.
Therefore, the density would be f(y)=1/x

The expectation would be integral(y(1/x)) from 0 to x. Hence, the answer comes to be at x/2.

The answer is consistent with intuition, because, for X less than or equal to x, expectation should be the mean of x and 0 i.e x/2. Or, the expectation shouldn't be greater than 1 since x lies between 0 and 1. For all other options, the expectations might exceed 1 for some values of x belongs to (0,1)

What do you say about this?
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Re: Simple doubt on Expectations (Probability)

Amit Goyal
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This post was updated on .
In reply to this post by knowpraveen
It is x/2 because X|(X <= x) ~ U(0,x)
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Re: Simple doubt on Expectations (Probability)

Qwerty
In reply to this post by knowpraveen
knowpraveen from which year question paper is this??
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Re: Simple doubt on Expectations (Probability)

knowpraveen
In reply to this post by Amit Goyal
Thank you, sir. Qwerty, this is from DSE Super 20 mock paper.