| Abstract: |
| Given a family of diffusion operators satisfying Hormanders conditions or sub-elliptic estimates, we obtain a Birkhoff ergodic theorem (law of large numbers ) with rate, the rate is locally uniform in the parameter. These theorems can be used to obtain limit theorems for stochastic differential equations. |
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