This series is the probability and statistics branch of the mathematics collection. It combines the existing reading path with reviewed material migrated from Math-for-Computer-Science.
Counting and conditional probability now have separate notes because they are distinct topics. The source chapter on discrete random variables and distributions was merged into the existing random-variable, probability-distributions, and expectation-variance notes instead of creating duplicates.
Reading path
- Counting and Probability Axioms
- Conditional Probability and Independence
- Random Variable
- Probability Distributions
- Expectation and Variance
Chapter map
- Counting and probability axioms , reviewed
- Conditional probability and independence , reviewed
- Random variable , merged/reviewed
- Probability distributions , merged/reviewed
- Expectation and variance , merged/reviewed
- Moment generating functions , existing
- Weak law of large numbers , existing
- Continuous distributions , TODO scaffold
- Joint cumulative distributions , TODO scaffold
- Limit theory in probability , TODO scaffold
- Stochastic processes , TODO scaffold
- Statistics: foundations and inference , TODO scaffold