Doob’s martingale convergence theorems in statistics are a result of a long and complex mathematical theory that describe how random variables converging to some prescribed equilibrium point will tend to oscillate around this equilibrium point as the number of trials or observations used to reach this equilibrium point increases.
These oscillations can be analyzed mathematically to provide valuable information about the behavior of these random variables.
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