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New method predicts diffusion processes with constant observation noise variance.
The article discusses ways to estimate parameters in a type of mathematical model called ergodic diffusion processes. The researchers introduced new methods to estimate these parameters by looking at large deviation inequalities. They found that these methods can help us better understand how these processes behave over time, even when there is noise in the observations.