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Probability Distributions Overview
Know common distributions
Probability distributions like normal, binomial, and Poisson model different outcomes; knowing their shapes and parameters aids analysis and modeling.
- normal
- binomial
- poisson
- uniform
- parameters
Categorize
Discrete vs continuous; note support and parameters.
Match to Problems
Binomial for fixed trials; Poisson for counts; normal for sums.
Use Safely
Check assumptions and parameter fit before applying.