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ctmc_lectures/_toc.yml

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- file: intro
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- file: memoryless
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- file: poisson
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- file: ctmc1
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- file: ctmc2
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- file: markov_prop
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- file: kolmogorov_bwd
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- file: kolmogorov_fwd
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- file: prob_view
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- file: infinitesimals
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- file: ergodicity

ctmc_lectures/ctmc1.md

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ctmc_lectures/ergodicity.md

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---
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jupytext:
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formats: ipynb,md:myst
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text_representation:
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extension: .md
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format_name: myst
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format_version: '0.9'
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jupytext_version: 1.5.0
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kernelspec:
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display_name: Python 3
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language: python
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name: python3
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---
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# Stationarity and Ergodicity
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## Overview
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To be added.
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Use the distribution flow figures from markov_prop.md, this time starting from
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many different distributions.
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Suggests ergodicity.
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We will use the following imports
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```{code-cell} ipython3
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import numpy as np
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import scipy as sp
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import matplotlib.pyplot as plt
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import quantecon as qe
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from numba import njit
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from mpl_toolkits.mplot3d import Axes3D
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from mpl_toolkits.mplot3d.art3d import Poly3DCollection
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```
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## Stationary Distributions
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To be added. $\psi Q = 0$.
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## Asymptotic Stabiltiy
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To be added.
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## Ergodicity
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To be added.

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