Questions: The median value (y) of a continuous random variable is that value such that (F(y)=0.5). Find the median value of the random variable in
[
f(y)=leftbeginarrayll
frac118 y, 0 leq y leq 6
0, text elsewhere.
endarrayright.
]
Transcript text: The median value $y$ of a continuous random variable is that value such that $F(y)=0.5$. Find the median value of the random variable in
\[
f(y)=\left\{\begin{array}{ll}
\frac{1}{18} y, & 0 \leq y \leq 6 \\
0, & \text { elsewhere. }
\end{array}\right.
\]
Solution
Solution Steps
To find the median value of the given continuous random variable, we need to determine the value \( y \) such that the cumulative distribution function (CDF) \( F(y) \) equals 0.5. We first integrate the probability density function (PDF) \( f(y) \) to find the CDF, and then solve for \( y \) when \( F(y) = 0.5 \).
Step 1: Define the PDF and Find the CDF
The given probability density function (PDF) is:
\[
f(y) = \begin{cases}
\frac{1}{18} y, & 0 \leq y \leq 6 \\
0, & \text{elsewhere}
\end{cases}
\]
To find the cumulative distribution function (CDF), we integrate the PDF from 0 to \( y \):
\[
F(y) = \int_0^y \frac{1}{18} t \, dt = \frac{1}{18} \int_0^y t \, dt = \frac{1}{18} \left[ \frac{t^2}{2} \right]_0^y = \frac{1}{36} y^2
\]
Step 2: Solve for the Median
The median value \( y \) is the value such that \( F(y) = 0.5 \):
\[
F(y) = \frac{1}{36} y^2 = 0.5
\]
Solving for \( y \):
\[
\frac{1}{36} y^2 = 0.5 \implies y^2 = 18 \implies y = \pm \sqrt{18} = \pm 3\sqrt{2}
\]
Step 3: Determine the Valid Median Value
Since \( y \) must be within the range \( 0 \leq y \leq 6 \), we discard the negative solution:
\[
y = 3\sqrt{2}
\]