How Time Series Analysis Needs To Evolve

Time series analysis is heavily dependent on past data to generate meaningful forecasts. Here’s why this is not always sustainable.

Michael Grogan
Towards Data Science
7 min readJul 16, 2020

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In the field of metaphysics, there are two quite interesting theories on how time actually works: the A-theory and B-theory of time.

A-theory: Argues that the present is distinct from the past and future and that the flow of time from the past to the future is real. For instance, an A-theorist would argue that the year…

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