Differencing is a statistical technique used to transform a time series data set by subtracting the previous observation from the current observation. This method is especially useful in the context of time series analysis as it helps to remove trends and seasonality, making the data stationary, which is essential for effective modeling. By applying differencing, researchers can better understand the underlying patterns in data and avoid issues related to autocorrelation.
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