Forex glossary

Exponential Moving Average (EMA)

EMA is an exponential moving average updated from its previous value and a new price observation. A common coefficient for N periods is 2/(N+1), weighting newer data more heavily. Initialization and prior history affect the result; it remains a measure based on past prices.

Illustrative example

How does it work in practice?

Assume a three-period EMA with a 0.5 coefficient and a previous value of 100 USD. A new price of 104 USD updates EMA to 102 USD; an initial value is already assumed.

A case to work through

Two starting values

Hypothetically, the EMA coefficient is 0.2 and the new price 110; two previous EMAs are 100 and 102.

  1. The first gives 0.2×110+0.8×100=102.
  2. The second gives 0.2×110+0.8×102=103.6 despite the identical new price.

What follows? Check history and initialization before treating the difference as a platform error.

Example boundary: The coefficient is specified here; other settings change the results.

One EMA update

One EMA updateAn identical new price does not erase different starting values.1Previous EMAHistory and initialization determine the prior reading.2New observationWeight α for price and 1−α for the prior EMA.3Updated EMACombine both components using the same formula.
An identical new price does not erase different starting values.
Text description of the diagram
  1. Previous EMA: History and initialization determine the prior reading.
  2. New observation: Weight α for price and 1−α for the prior EMA.
  3. Updated EMA: Combine both components using the same formula.

A useful distinction

Exponential Moving Average (EMA) / Simple Moving Average (SMA)

EMA carries the earlier reading with decaying weight; SMA gives equal weights within a finite window.

Check your understanding

Calculate one EMA update with a specified coefficient.

Hypothetically, previous EMA=50, new price=54 and coefficient=0.5. What is the updated EMA?

Show the answer and explanation

52

0.5×54+0.5×50=52.

Direction and strength tools

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Sources and documentation

The example illustrates the mechanism. Check current account conditions and instrument specifications with the provider.

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