Probability Density Functions Examples

In this class, We discuss Probability Density Functions Examples.

The reader should have prior knowledge of continuous probability distribution. Click Here.

Example 1:

If a random variable has a probability density function f(x).

f(x) = 2e^-2x when x > 0

= 0 when x <=0

Find the probabilities for x between 1 and 3.

Find the probability for x > 0.5

Solution:

1) The area under the curve f(x) from 1 to 3 is the probability value.

Probability Density Functions Examples1.1

2) P(X >= 0.5)

Probability Density Functions Examples1.2

Example 2:

If the probability density function of a random variable f(x) is shown below.

f(x) = K(1 – x^2) when 0 < x < 1

= 0 otherwise.

Find the value of k?

Solution:

Probability Density Functions Examples1.3