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October 22, 2024 • 4 min read
Table 1. Probabilistic approaches comparison NameOverviewPros & ConsBayesian MethodsThese methods incorporate prior knowledge along with observed data to update beliefs and quantify uncertainty.Example: Bayesian Structural Time Series (BSTS)Data requirements:- Time series data: Regularly spa...