Which of the following is NOT a type of probability distribution ?
2025
Which of the following is NOT a type of probability distribution ?
- A.
Normal distribution
- B.
Poisson distribution
- C.
Exponential distribution
- D.
Linear distribution
Attempted by 46 students.
Show answer & explanation
Correct answer: D
Probability distributions describe how probabilities are distributed over the values of a random variable. The Normal distribution, Poisson distribution, and Exponential distribution are all well-established types of probability distributions used in statistics. The Normal distribution models continuous data with a bell-shaped curve, the Poisson distribution models discrete counts of events over time, and the Exponential distribution describes the time between events in a Poisson process. In contrast, 'Linear distribution' is not a recognized type of probability distribution in statistical theory. While linear relationships exist in regression analysis, there is no standard 'Linear distribution' that defines the probability of outcomes for a random variable. Therefore, Option D is the correct choice as it identifies the term that does not belong to the category of probability distributions.