Paul's Online Notes
Paul's Online Notes
Home / Calculus II / Applications of Integrals / Probability
Show General Notice Show Mobile Notice Show All Notes Hide All Notes
General Notice

I have been informed that on March 7th from 6:00am to 6:00pm Central Time Lamar University will be doing some maintenance to replace a faulty UPS component and to do this they will be completely powering down their data center.

Unfortunately, this means that the site will be down during this time. I apologize for any inconvenience this might cause.

Paul
February 18, 2026

Mobile Notice
You appear to be on a device with a "narrow" screen width (i.e. you are probably on a mobile phone). Due to the nature of the mathematics on this site it is best viewed in landscape mode. If your device is not in landscape mode many of the equations will run off the side of your device (you should be able to scroll/swipe to see them) and some of the menu items will be cut off due to the narrow screen width.

Section 8.5 : Probability

3. Determine the value of \(c\) for which the function below will be a probability density function.

\[f\left( x \right) = \left\{ {\begin{array}{ll}{c\left( {8{x^3} - {x^4}} \right)}&{{\mbox{if }}0 \le x \le 8}\\0&{{\mbox{otherwise}}}\end{array}} \right.\] Show Solution

This problem is actually easier than it might look like at first glance.

First, in order for the function to be a probability density function we know that the function must be positive or zero for all \(x\). We can see that for \(0 \le x \le 8\) we have \(8{x^3} - {x^4} \ge 0\). Therefore, we need to require that whatever \(c\) is it must be a positive number.

To find \(c\) we’ll use the fact that we must also have \(\int_{{ - \infty }}^{\infty }{{f\left( x \right)\,dx}} = 1\). So, let’s compute this integral (with the \(c\) in the function) and see what we get.

\[\int_{{ - \infty }}^{\infty }{{f\left( x \right)\,dx}} = \int_{0}^{8}{{c\left( {8{x^3} - {x^4}} \right)\,dx}} = \left. {c\left( {2{x^4} - \frac{1}{5}{x^5}} \right)} \right|_0^8 = \frac{{8192}}{5}c\]

So, we can see that in order for this integral to have a value of 1 (as it must in order for the function to be a probability density function) we must have,

\[\require{bbox} \bbox[2pt,border:1px solid black]{{c = \frac{5}{{8192}}}}\]