The method of moving average is a statistical technique used to analyze and smooth out fluctuations in time series data by creating a series of averages from different subsets of the complete dataset. This method helps identify trends by reducing the impact of short-term variations. In a simple moving average, each data point in the series is replaced by the average of neighboring values over a fixed number of periods. For example, a 3-period moving average calculates the average of every three consecutive data points, shifting one period forward each time. Moving averages are widely used in fields like economics, finance, and forecasting to better understand patterns and make informed decisions.
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