QUESTION IMAGE
Question
determine whether or not the distribution is a discrete probability distribution and select the reason why or why not.
| x | 0 | 1 | 4 |
| p(x = x) | 0.7 | 0.05 | 0.25 |
answer
first, decide whether the distribution is a discrete probability distribution, then select the reason for making this decision.
decide
○ yes ○ no
reason
Step1: Check probability range
All probabilities $P(X = x)$ must be between 0 and 1. Here, $0.7\geq0$ and $0.7\leq1$, $0.05\geq0$ and $0.05\leq1$, $0.25\geq0$ and $0.25\leq1$.
Step2: Check sum of probabilities
Calculate the sum of probabilities $\sum P(X = x)=0.7 + 0.05+0.25$.
$0.7 + 0.05+0.25 = 1$
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Yes, Since the probabilities lie inclusively between 0 and 1 and the sum of the probabilities is equal to 1.