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Fraction-of-Time Probability: Advancing Beyond the Need for Stationarity and Ergodicity Assumptions

Fraction-of-Time Probability: Advancing Beyond the Need for Stationarity and Ergodicity Assumptions

Time series arising from measurements in many fields of physics, engineering, chemistry, biology, and econometrics, are commonly modeled as sample paths from an ensemble which, together with a probability measure, is called a stochastic process. Stationarity and ergodicity assumptions about this model are generally made for analytical convenience and mathematical …