Smoothed Moving Average (2024)

Definition

The Smoothed Moving Average compares recent prices to historical ones and makes sure they are weighed and considered equally. The calculation of this indicator does not reference a specific or fixed period, rather uses all available data in the series for analysis. The Smoothed Moving Average differs from the Exponential Moving Average (EMA) because it’s generally used with a longer time period.

Calculations

The calculation for the Smoothed Moving Average, as mentioned above, does not refer to a fixed period, rather uses all data available in the series. The following steps are used to calculate the indicator.

  1. To start, the trader must subtract the previous day’s Smoothed Moving Average from the current day’s price.
  2. Next, add the result from Step 1 to the previous day’s Smoothed Moving Average.
  3. The results will yield the current day’s Moving Average.

Takeaways

Traders should not confuse the Smoothed Moving Average for the Simple Moving Average (SMA), which analyzes price data with equal weight in its calculation. The Simple Moving Average also removes the oldest price data as new price is added in its place. The two Moving Averages may sound similar, but they behave quite differently and confusing them could prove detrimental to a trade. It’s important for traders to remember that the Smoothed Moving Average is a function of weight in connection with price, or length of the average.

Additionally, the Smoothed Moving Average uses a longer period in order to determine the average and assigns weight to price data while the average is calculated. In this case, the oldest price data is never removed from the calculation of the Smoothed Moving Average. Although not removed, the oldest price data does have less impact on the Moving Average as a whole.

The notable use of this indicator is its smoothing out function and ability. The Smoothed Moving Average is able to remove short-term fluctuations and unimportant movement associated with the current trend. This is one of the many reasons why this indicator is popular amongst many traders.

What to look for

It is important to look out for a few key factors when using the Smoothed Moving Average. Let’s split this section into two points to analyze further: the period and aspect.

Period. The period represents the number of bars that appear in a chart. If a trader uses a daily chart with consistent data, the period then refers to days. For weekly charts, the period refers to weeks, and so on and so forth. The default setting for this indicator is a period of 9. Traders can alter settings if they choose to do so. In order to smooth the Moving Average, the period is usually lengthened. The following formula can then be used:

Period = 2*n-1

Aspect. The aspect refers to the specific Symbol field for which calculations will occur. The field has a default symbol setting, which again, can be altered by the trader to fit specific preferences or trade needs. The default setting is equivalent to “close.”

Limitations

For the most accurate and reliable results, the Smoothed Moving Average works best when paired with other indicators and technical analysis tools.

Summary

The Smoothed Moving Average compares recent prices to historical ones and ensures they are analyzed with equal weight. The indicator does not refer to a fixed period when calculating results, but rather it uses all data available and does not remove specific data points once they have passed a specific time threshold.

Smoothed Moving Average (2024)

FAQs

Smoothed Moving Average? ›

The Smoothed Moving Average (SMMA) indicator is an Exponential Moving Average (EMA) smoothed with a longer time period. SMMA takes more data points for calculation and provides more accurate results than Simple Moving Average (SMA) plotting the line with fewer fluctuations.

What is the difference between smoothing average and moving average? ›

Smoothing techniques reduce the volatility in a data series, which allows analysts to identify important economic trends. The moving average technique offers a simple way to smooth data; however, because it utilizes data from past time periods, it may obscure the latest changes in the trend.

What is smoothed moving average tradingview? ›

The Smoothed Moving Average (SMMA) is a technical indicator used by traders to gauge price momentum and trends in a given asset. Unlike traditional moving averages, this indicator considers a more extended history of price data, which smoothes out short-term fluctuations.

Which is better SMA or EMA? ›

With moving averages in general, the longer the time period, the slower it is to react to price movement. But everything else being equal, an EMA will track price more closely than an SMA. Because of this, the EMA is typically considered more appropriate in short-term trading.

What is smoothed moving average screener? ›

Smoothed moving averages (SMAs) are a type of technical analysis tool that traders use to identify market trends, support and resistance levels, and potential entry and exit points. SMAs are calculated by taking the average of a certain number of data points, with more weight given to recent data.

How to read smoothed moving average? ›

Interpretation of Smoothed Moving Average

SMA values above the current price indicate resistance levels, while values below the current price indicate support levels. Traders can identify trends by observing the direction of the moving average.

What is the difference between EMA and smoothed moving average? ›

The Smoothed Moving Average (SMMA) indicator is an Exponential Moving Average (EMA) smoothed with a longer time period. SMMA takes more data points for calculation and provides more accurate results than Simple Moving Average (SMA) plotting the line with fewer fluctuations.

Which moving average is more accurate? ›

Traders often look at exponential moving averages instead, as they react quicker to price changes, providing a more accurate reading.

What is the best moving average indicator? ›

We recommend using the EMA or the VWMA. The VWMA is a good indicator because it incorporates both the asset price and the volume. At the same time, the EMA is a great indicator because it is more reactive to the current asset price. Regardless of the moving average you use, the strategies will always be the same.

What is Wilder's smoothed moving average? ›

Also called Wilder's Smoothed Moving Average, this indicator is similar to the Exponential Moving Average. Compared to other moving averages, Wilders MA responds more slowly to price changes, where an n-period Wilder MA gives similar values to a 2n- period EMA.

Which is better exponential smoothing or moving average? ›

For a given average age (i.e., amount of lag), the simple exponential smoothing (SES) forecast is somewhat superior to the simple moving average (SMA) forecast because it places relatively more weight on the most recent observation--i.e., it is slightly more "responsive" to changes occuring in the recent past.

Is moving average the same as kernel smoothing? ›

These are much like moving averages except that the average is weighted and the bin-width is fixed. Kernel smoothers work well and are mathematically tractable. The weights in the average depend upon the kernel K(x). A kernel is usually symmetric, continuous, nonnegative, and integrates to 1 (e.g., a Gaussian kernel).

Is SMA the same as moving average? ›

Moving averages are one of the core indicators in technical analysis, and there are a variety of different versions. SMA is the easiest moving average to construct. It is simply the average price over the specified period.

What are the two types of moving average? ›

Simple moving average (SMA) Exponential moving average (EMA)

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