Review:
Poisson Distribution
overall review score: 4.5
⭐⭐⭐⭐⭐
score is between 0 and 5
The Poisson distribution is a statistical distribution that expresses the probability of a given number of events occurring in a fixed interval of time or space.
Key Features
- Fixed interval of time or space
- Events occur independently
- Average rate of occurrence
Pros
- Useful for modeling rare events
- Easy to understand and apply
- Versatile in various fields such as insurance, telecommunications, and biology
Cons
- Assumes events occur independently, which may not always be the case
- Limited applicability for situations with very large sample sizes