Random variables - Exercise set 2

This exercise set contains some solved exercises on absolutely continuous random variables and probability density functions. The theory needed to solve these exercises is introduced in the lecture entitled Random variables.

Exercise 2.1

Let X be an absolutely continuous random variable. Let its support R_X be:[eq1]

Let its probability density function [eq2] be:[eq3]

Compute:[eq4]

nav_button Solution

The probability that an absolutely continuous random variable takes a value in a given interval is equal to the integral of the probability density function over that interval:[eq5]

Exercise 2.2

Let X be an absolutely continuous random variable. Let its support R_X be:[eq6]

Let its probability density function [eq2] be:[eq8]

Compute:[eq9]

nav_button Solution

The probability that an absolutely continuous random variable takes a value in a given interval is equal to the integral of the probability density function over that interval:[eq10]

Exercise 2.3

Let X be an absolutely continuous random variable. Let its support R_X be:[eq11]

Let its probability density function [eq2] be:[eq13]where $\lambda >0$.

Compute:[eq14]

nav_button Solution

The probability that an absolutely continuous random variable takes a value in a given interval is equal to the integral of the probability density function over that interval:[eq15]

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