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By: Neil E. Cotter |
Probability |
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Linear funcs of rand vars |
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Example 1 |
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Ex: If X is uniformly distributed on the interval [0, 1], i.e., X~u[0, 1], find the probability density function (pdf) for Y = 3X + 2.
Sol'n: For Y = aX + b, (a ≠ 0), the pdf for Y in terms of the pdf for X is given by the following formula:
For X, we have a uniform pdf on [0, 1]:
Using a = 3 and b = 2 in the formula for fY(y), we make a literal substitution of in the expression for fX(x) and multiply by :
Rewriting the inequality, we have the following form: