/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} Q 5.40 If Xis uniformly distributed ove... [FREE SOLUTION] | 91Ó°ÊÓ

91Ó°ÊÓ

If Xis uniformly distributed over(0,1), find the density function ofY=eX.

Short Answer

Expert verified

Therefore, the PDF ofY=eXisfY(y)=1yif1<y<e0o/w

Step by step solution

01

Given information:

IfXis uniformly distributed over(0,1)

02

Explanation:

First, we start with the cumulative density functionFY(y), since we want to find the PDF forY. We haverole="math" localid="1646662591120" FY(y)=PY≤y=PeX≤y=PX≤lny=FXlny, which is the CDF with respect toX.

03

Explanation:

After taking the derivative to get the PDF we obtain fY(y)=ddyFXlny=FXlny×1yby the chain rule. But sinceX~UNIF(0,1), we know thatfXlny=1and the domain changes toe0<eX<e1=1<y<e, so we have that the PDF ofY=eXisfY(y)=1yif1<y<e0o/w

Unlock Step-by-Step Solutions & Ace Your Exams!

  • Full Textbook Solutions

    Get detailed explanations and key concepts

  • Unlimited Al creation

    Al flashcards, explanations, exams and more...

  • Ads-free access

    To over 500 millions flashcards

  • Money-back guarantee

    We refund you if you fail your exam.

Over 30 million students worldwide already upgrade their learning with 91Ó°ÊÓ!

One App. One Place for Learning.

All the tools & learning materials you need for study success - in one app.

Get started for free

Most popular questions from this chapter

(a) A fire station is to be located along a road of length A,A<∞. If fires occur at points uniformly chosen on localid="1646880402145" 0,A, where should the station be located so as to minimize the expected distance from the fire? That is,

choose a so as to minimize localid="1646880570154" EX-awhen X is uniformly distributed over 0,A.

(b) Now suppose that the road is of infinite length— stretching from point 0outward to ∞. If the distance of a fire from point 0is exponentially distributed with rate λ, where should the fire station now be located? That is, we want to minimize EX-a, where X is now exponential with rate λ.

Let X have probability density f X. Find the probability density function of the random variable Y defined by Y = a X + b.

For some constant c, the random variable X has the probability density function:

f(x)=cx4 â¶Ä…â¶Ä…â¶Ä…0<x<20 â¶Ä…â¶Ä…â¶Ä…otherwise

Find

  1. E[X]and
  2. Var(X)

Let be a random variable with probability density function

fx=c1-x2-1<x<10otherwise

(a) What is the value of?

(b) What is the cumulative distribution function of?

The following table uses 1992data concerning the percentages of male and female full-time workers whose

annual salaries fall into different ranges:

Suppose that random samples of 200 male and 200 female full-time workers are chosen. Approximate the probability

that

(a) at least 70of the women earn \(25,000or more;

(b) at most 60percent of the men earn \)25,000or more;

(c) at least three-fourths of the men and at least half the women earn $20,000or more.

See all solutions

Recommended explanations on Math Textbooks

View all explanations

What do you think about this solution?

We value your feedback to improve our textbook solutions.

Study anywhere. Anytime. Across all devices.