User:Rubisco1989/Books/Theory of MCMC
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Theory of MCMC[edit]
- Basics
- Markov chain
- Verlet integration
- Leapfrog integration
- Orders of approximation
- Midpoint method
- Dirac delta function
- Algebraic formula for the variance
- Fokker–Planck equation
- Wiener process
- Stochastic differential equation
- Euler–Maruyama method
- Itō calculus
- Brownian motion
- Evolution and Types of MCMC
- Hamiltonian mechanics
- Langevin dynamics
- Markov chain Monte Carlo
- Metropolis–Hastings algorithm