The problem asks to construct the cumulative distribution function (CDF), $F(x)$, for a discrete random variable $X$. Also, it mentions constructing a graph. The given probability distribution is defined as: $P(X = 2) = 0.3$ $P(X = 4) = 0.1$ $P(X = 5) = 0.2$ $P(X = 6) = 0.4$ The CDF is given by $F(x) = P(X \le x)$.
Probability and StatisticsCumulative Distribution FunctionCDFDiscrete Random VariableProbability DistributionStep Function
2025/4/8
1. Problem Description
The problem asks to construct the cumulative distribution function (CDF), , for a discrete random variable . Also, it mentions constructing a graph. The given probability distribution is defined as:
The CDF is given by .
2. Solution Steps
First, we calculate the CDF for each value of :
For ,
For ,
For ,
For ,
For ,
Therefore, the CDF is a step function:
$F(x) = \begin{cases}
0, & x < 2 \\
0.3, & 2 \le x < 4 \\
0.4, & 4 \le x < 5 \\
0.6, & 5 \le x < 6 \\
1.0, & x \ge 6
\end{cases}$
3. Final Answer
The cumulative distribution function is:
$F(x) = \begin{cases}
0, & x < 2 \\
0.3, & 2 \le x < 4 \\
0.4, & 4 \le x < 5 \\
0.6, & 5 \le x < 6 \\
1.0, & x \ge 6
\end{cases}$