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Exponential-Smoothing

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Exponential Smoothing for Time Series Forecasting

A comprehensive Python cheat sheet on how to use Exponential Smoothing models for time series forecasting.

By David Andrés, 2 yearsMay 11, 2023 ago
Time Series

Exponential Smoothing for Time Series Forecasting

Exponential Smoothing is a popular time series forecasting method used for univariate data. While other methods, such as ARIMA models, develop a model based on a weighted linear sum of recent past observations or lags, Exponential Smoothing models employ an exponentially decreasing weight for past observations. This weight is calculated Read more…

By David Andrés, 2 yearsMarch 16, 2023 ago

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