In: Statistics and Probability
Determine whether the distribution is a discrete probability distribution. If not, state why.
x |
P(x) |
0 |
0.1 |
1 |
0.5 |
2 |
0.05 |
3 |
0.25 |
4 |
0.1 |
Given distribution is in table form.
x | 0 | 1 | 2 | 3 | 4 |
P(x) | 0.1 | 0.5 | 0.05 | 0.25 | 0.1 |
Check whether the distribution is a discrete probability distribution.
To be a discrete probability distribution, we must have a numerical random variable \(x\) such that \(P(x)\) must satisfy the preceding three requirements.
1. The variable \(x\) is a discrete random variable and its values are associated with probabilities.
2. \(\sum P(x)=P(0)+P(1)+P(2)+P(3)+P(4)\)
\(=0.1+0.5+0.05+0.25+0.1\)
\(=1\)
3. Each value of \(P(x)\) is between 0 and 1 .
The given table is a discrete probability distribution because it satisfies the discrete probability distribution's three requirements.