Probability Distributions
Explore an introduction to probability distributions. This includes histograms, empirical frequency distributions, and parametric theoretical probability distributions. Discover differences between distributions for continuous and discrete variables. Discover a handful of common parametric distributions.
Topics
- probability distribution
- empirical distribution
- theoretical distribution
- discrete variable
- continuous variable
- probability mass function
- probability density function
- histogram
- parametric probability distributions
- Discrete Uniform Distribution
- Continuous Uniform Distribution
- Bernoulli Distribution
- Normal Distribution
- Binomial Distribution
- Log-normal Distribution
- Geometric Distribution
- Student’s t Distribution
- Hypergeometric Distribution
- Gamma Distribution
- Negative Binomial Distribution
- Beta Distribution
- Poisson Distribution
- Weibull Distribution