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Exponential moving average

An average in which the weight of an observation decays as it recedes into the past, so recent intervals count for more.

Formula

EMAt=αPt+(1−α)EMAt−1

Alpha is the smoothing coefficient derived from the chosen period; P is the price of the interval.

How to read the number

It answers to fresh data faster than a simple average because old observations are not dropped all at once when they leave a window — they lose weight gradually.

When the metric lies

Also known as: ema

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