Preset Chains
Transition Matrix P
Click cells to edit
Simulation
Stationary Distribution π
Stationary π: πP = π (left eigenvector for λ=1)
Computed by power iteration: Pⁿ → rows converge to π.
For ergodic chains (irreducible + aperiodic), the chain mixes to π regardless of start.
Drag the slider to see how empirical frequencies converge to π over time.
Computed by power iteration: Pⁿ → rows converge to π.
For ergodic chains (irreducible + aperiodic), the chain mixes to π regardless of start.
Drag the slider to see how empirical frequencies converge to π over time.