Basic Probability
Random Variables
Functions on Probability Distributions
- PDF and PMF
- CDF
- quantile function
Joint and Marginal Probability
See joint probability and marginal probability
Conditional Probability
Distributions
Discrete
Continuous
- Uniform (Continuous)
- Normal (also called Gaussian)
- Student’s T-Distribution
- Exponential
Parameter Estimation
- sampling (signal processing)
- estimator
- bias of an estimator
- central limit theorem
- confidence interval
- law of large numbers