Prerequisite chain
Prerequisites for Hamiltonian Monte Carlo
Topics you need before working through Hamiltonian Monte Carlo. Direct prerequisites are listed first; transitive prerequisites (the chain reachable through them) follow.
Direct prerequisites (1)
- Metropolis-Hastings Algorithmlayer 2, tier 1
Reachable through the chain (3)
These topics are not directly cited as prerequisites but are reached transitively by following the chain upward. Working through the direct prerequisites pulls these in.
- Common Probability Distributionslayer 0A, tier 1
- Sets, Functions, and Relationslayer 0A, tier 1
- Basic Logic and Proof Techniqueslayer 0A, tier 2