{"id":1022079,"date":"2022-09-14T02:08:44","date_gmt":"2022-09-14T09:08:44","guid":{"rendered":"https:\/\/www.tradingheroes.com\/?p=1022079"},"modified":"2024-03-09T10:16:40","modified_gmt":"2024-03-09T17:16:40","slug":"ema-strategy","status":"publish","type":"post","link":"https:\/\/www.tradingheroes.com\/ema-strategy\/","title":{"rendered":"Exponential Moving Average Strategy (with Results)"},"content":{"rendered":"<p>There are several different types of moving averages out there, but my favorite is the <strong>Exponential Moving Average (EMA)<\/strong>.<\/p>\n<p>In this beginner's guide, you'll learn what the EMA is, how it works and the results of a super simple trading strategy that uses the EMA.<\/p>\n<p><strong>The Exponential Moving Average shows the average closing price of the previous candles over a specified period of time. It gives more weight in the average to the most recent closing value, and therefore has less lag than the Simple Moving Average.\u00a0<\/strong><\/p>\n<p>I could start by giving you the formula for how to calculate it, but that's boring and overly complex.<\/p>\n<p>If you <em>really<\/em> want to know how the formula is calculated, I'll provide that towards the end of this guide.<\/p>\n<p>But let's start off with something way more practical.<\/p>\n<h2>What is a Moving Average?<\/h2>\n<p><strong>A moving average is a graph of the average closing price of a market over the last X number of candles\/bars.<\/strong><\/p>\n<p>Let's use a setting of 10 as an example.<\/p>\n<p>So on a daily chart, the current moving average value would be the average of the closing prices of the previous 10 days.<\/p>\n<p>On a hourly chart, it would be the average of the closing prices of the last 10 hours.<\/p>\n<p>When you're trading, you'll often see the number of candles used in the calculation in parenthesis.<\/p>\n<p>It looks like this:<\/p>\n<p>MA (10)<\/p>\n<h2>The Difference Between an Exponential Moving Average and a Simple Moving Average<\/h2>\n<p>A <strong>Simple Moving Average (SMA)<\/strong> takes the sum all of the closes in the range and divides that number by the number of candles in the range, which is 10, in the example above.<\/p>\n<p>Here's what it would look like in a spreadsheet.<\/p>\n<p>The number in the bottom right corner is the average of the closes from the last 10 days.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-1022097 aligncenter\" src=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/Screen-Shot-2022-09-12-at-11.12.51-PM.png\" alt=\"SMA calculation table\" width=\"413\" height=\"288\" \/><\/p>\n<p><strong>An EMA does something similar, but it gives more weight to the closing price of the most recent candle.<\/strong><\/p>\n<p>Therefore, it lags <em>less<\/em> than the SMA.<\/p>\n<p>Here's how that looks on a EURUSD daily chart.<\/p>\n<figure id=\"attachment_1022087\" aria-describedby=\"caption-attachment-1022087\" style=\"width: 1033px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1022087 size-full\" src=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/sma-ema.jpg\" alt=\"SMA vs EMA\" width=\"1043\" height=\"587\" srcset=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/sma-ema.jpg 1043w, https:\/\/www.tradingheroes.com\/wp-content\/uploads\/sma-ema-768x432.jpg 768w\" sizes=\"auto, (max-width: 1043px) 100vw, 1043px\" \/><figcaption id=\"caption-attachment-1022087\" class=\"wp-caption-text\">Chart by <a href=\"https:\/\/www.tradingheroes.com\/resources\/best-forex-trading-software\/\" target=\"_blank\" rel=\"noopener\">TradingView<\/a><\/figcaption><\/figure>\n<p>As you can see, the EMA stays closer to the current price than the SMA does.<\/p>\n<p>This is why I prefer to use the EMA&#8230;most of the time.<\/p>\n<p>You can also use the the open, high or low, instead of the close, to calculate the EMA.<\/p>\n<p>Here's what it looks like when I put the open, high, low and close EMAs on the same chart.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1022091\" src=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/EURUSD_2022-09-12_12-01-12.png\" alt=\"Open, high, low, close EMAs\" width=\"1610\" height=\"890\" srcset=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/EURUSD_2022-09-12_12-01-12.png 1610w, https:\/\/www.tradingheroes.com\/wp-content\/uploads\/EURUSD_2022-09-12_12-01-12-768x425.png 768w, https:\/\/www.tradingheroes.com\/wp-content\/uploads\/EURUSD_2022-09-12_12-01-12-1536x849.png 1536w\" sizes=\"auto, (max-width: 1610px) 100vw, 1610px\" \/><\/p>\n<p>Interestingly, the EMA of the open and the close are almost identical.<\/p>\n<p><strong>But the most commonly used price point is the close.\u00a0<\/strong><\/p>\n<h2>Why the EMA is Useful<\/h2>\n<p>The EMA smooths out the complex price movements on a chart and gives us one simple line, which we can use to develop trading strategies.<\/p>\n<p><strong>This line shows us the overall trend of the market and gives us a reference point to take trades.\u00a0<\/strong><\/p>\n<p>When the EMA is used as a trend indicator, pullbacks into the EMA can be great places to enter trades, or add to an existing winning trade.<\/p>\n<p>Here are some examples of where you could have opened buy trades on the NEM chart.<\/p>\n<p>This chart uses the 50 EMA (blue) and the 20 EMA (green).<\/p>\n<p>Notice how using EMAs with different settings can help us take advantage of different phases of the trend.<\/p>\n<p>When the trend is weaker, the 50 EMA gives is 3 buy points, as shown by the blue arrows.<\/p>\n<p>As the trend accelerates, the 20 EMA becomes more useful and gives us one entry at the green arrow.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1022101\" src=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/NEM_2022-09-13_18-45-03.png\" alt=\"Entry points on NEM chart\" width=\"1485\" height=\"890\" srcset=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/NEM_2022-09-13_18-45-03.png 1485w, https:\/\/www.tradingheroes.com\/wp-content\/uploads\/NEM_2022-09-13_18-45-03-768x460.png 768w\" sizes=\"auto, (max-width: 1485px) 100vw, 1485px\" \/><\/p>\n<p><strong>EMAs can also be used in conjunction with other indicators to create countertrend, or against-the-trend, trading strategies.<\/strong><\/p>\n<p>Here's an example of a 100 EMA on a gold chart, paired with the <a href=\"https:\/\/www.tradingheroes.com\/tag\/rsi\/\" target=\"_blank\" rel=\"noopener\">RSI indicator<\/a>.<\/p>\n<p>Notice that when RSI goes overbought or oversold, price tends to move back towards the EMA.<\/p>\n<p>This is an example of a countertrend EMA strategy.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1022095\" src=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/XAUUSD_2022-09-12_22-49-36.png\" alt=\"Gold chart with moving average \" width=\"1485\" height=\"890\" srcset=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/XAUUSD_2022-09-12_22-49-36.png 1485w, https:\/\/www.tradingheroes.com\/wp-content\/uploads\/XAUUSD_2022-09-12_22-49-36-768x460.png 768w\" sizes=\"auto, (max-width: 1485px) 100vw, 1485px\" \/><\/p>\n<h2>Which EMA Setting Should You Use?<\/h2>\n<p><strong>The setting you use will depend on the length of the trend you want to identify.<\/strong><\/p>\n<p>If you want to find longer term trends, you'll include more candles in the moving average.<\/p>\n<p><strong>Something like a 200 EMA is a common setting that traders use to identify a long term trend.<\/strong><\/p>\n<p>Here's a 200 EMA on the BTC daily chart.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1022093\" src=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/BTCUSD_2022-09-12_22-10-23.png\" alt=\"200 EMA on Bitcoin chart\" width=\"1485\" height=\"890\" srcset=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/BTCUSD_2022-09-12_22-10-23.png 1485w, https:\/\/www.tradingheroes.com\/wp-content\/uploads\/BTCUSD_2022-09-12_22-10-23-768x460.png 768w\" sizes=\"auto, (max-width: 1485px) 100vw, 1485px\" \/><\/p>\n<p>As you can see, the 200 EMA smooths out the downtrend and allows us to see that the long-term trend is down.<\/p>\n<p><strong>For a short-term trend, you'll use a lower EMA setting. A frequently used EMA setting is 20.<\/strong><\/p>\n<p>This is what the 20 EMA looks like on a chart.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1022094\" src=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/RIVN_2022-09-12_22-17-09.png\" alt=\"Rivian Chart \" width=\"1485\" height=\"890\" srcset=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/RIVN_2022-09-12_22-17-09.png 1485w, https:\/\/www.tradingheroes.com\/wp-content\/uploads\/RIVN_2022-09-12_22-17-09-768x460.png 768w\" sizes=\"auto, (max-width: 1485px) 100vw, 1485px\" \/><\/p>\n<p>The 20 EMA on this RIVN chart shows that the short-term trend is up.<\/p>\n<p>So if you want to capture long term trends, use a higher EMA setting.<\/p>\n<p>If you want to trade shorter term trend, or you want to place trades in fast moving markets, use a lower EMA setting.<\/p>\n<p>Traders use variations of the settings, depending on the type of market they are looking for and what their backtesting has shown to work.<\/p>\n<p>Obviously, there are many potential settings that you can use.<\/p>\n<p><strong>But let's take a look at an actual trading strategy and the settings that are commonly used with this strategy.<\/strong><\/p>\n<p>I'll also show you the backtesting results from using these settings.<\/p>\n<h2>EMA Crossover Strategy<\/h2>\n<p>A well-known moving average trading strategy is to trade when a faster moving average crosses over a slower moving average.<\/p>\n<p>For example, the <a href=\"https:\/\/www.tradingheroes.com\/difference-between-golden-cross-and-death-cross\/\" target=\"_blank\" rel=\"noopener\">Golden Cross and Death Cross<\/a> are often mentioned in the mainstream finance media.<\/p>\n<p>This method usually utilizes the SMA, but the concept is exactly the same.<\/p>\n<p>Here's a chart of the S&P 500, showing the Death Cross that occurred in March.<\/p>\n<p>The purple line is the 50 SMA (faster) and the gray line is the 200 SMA (slower).<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1022103\" src=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/SPX_2022-09-13_22-33-52.png\" alt=\"S&P500 Death Cross\" width=\"1485\" height=\"890\" srcset=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/SPX_2022-09-13_22-33-52.png 1485w, https:\/\/www.tradingheroes.com\/wp-content\/uploads\/SPX_2022-09-13_22-33-52-768x460.png 768w\" sizes=\"auto, (max-width: 1485px) 100vw, 1485px\" \/><\/p>\n<p>So when the 50 SMA closes under the 200, you sell.<\/p>\n<p>When the 50 SMA closes above the 200, you buy.<\/p>\n<p>If you have an existing position, you close it out and enter a trade in the opposite direction.<\/p>\n<p>Obviously, there are more details that need to be added to make this a complete <a href=\"https:\/\/www.tradingheroes.com\/forex-trading-plan-guide\/\" target=\"_blank\" rel=\"noopener\">trading plan<\/a>.<\/p>\n<p>So here's a trading plan that I created and tested in <a href=\"https:\/\/www.tradingheroes.com\/best-forex-backtesting-manual-software\/\" target=\"_blank\" rel=\"noopener\">NakedMarkets<\/a>, using the 50 EMA and 200 EMA, instead of the SMA.<\/p>\n<p>Like I said before, I like the EMA better because it tends to be more responsive to price changes.<\/p>\n<p>You can use almost any platform to backtest this strategy manually, <a href=\"https:\/\/www.tradingheroes.com\/how-to-do-mt5-manual-backtesting\/\" target=\"_blank\" rel=\"noopener\">including MT5<\/a>. But NakedMarkets makes it much easier.<\/p>\n<h3>Entry<\/h3>\n<ul>\n<li>Go long when the 50 EMA closes above the 200 EMA. Place the stop loss below the last swing or below the 200 EMA, if there is no obvious swing.<\/li>\n<li>Go short when the 50 EMA closes below the 200 EMA. <a href=\"https:\/\/www.tradingheroes.com\/place-stop-loss-order\/\">Place the stop loss<\/a> above the last swing or above the 200 EMA, if there is no obvious swing.<\/li>\n<li>2% risk per trade.<\/li>\n<li>1 entry per signal, 1 trade at at time.<\/li>\n<\/ul>\n<p>Here's an example of a short entry, with a stop loss (red line) above the swing level before the crossover.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1022105\" src=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/Screen-Shot-2022-09-14-at-12.09.07-AM.png\" alt=\"Stop loss example\" width=\"827\" height=\"399\" srcset=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/Screen-Shot-2022-09-14-at-12.09.07-AM.png 827w, https:\/\/www.tradingheroes.com\/wp-content\/uploads\/Screen-Shot-2022-09-14-at-12.09.07-AM-768x371.png 768w\" sizes=\"auto, (max-width: 827px) 100vw, 827px\" \/><\/p>\n<h3>Trade Management<\/h3>\n<p>Set the stop loss to breakeven, once the trade is profitable by 1R.<\/p>\n<h3>Exit<\/h3>\n<p>Wait for price to hit the stop loss, or the EMAs to cross over in the opposite direction.<\/p>\n<h3>EURUSD Daily Chart Results<\/h3>\n<p>I tested this trading strategy on the EURUSD daily chart, from 2004 to 2022.<\/p>\n<p><strong>This is a really easy strategy to backtest and can be completed in just a few minutes on the daily chart.\u00a0<\/strong><\/p>\n<p>Here are my results&#8230;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1022099\" src=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/Screen-Shot-2022-09-13-at-1.29.44-PM.png\" alt=\"EMA crossover results\" width=\"1400\" height=\"781\" srcset=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/Screen-Shot-2022-09-13-at-1.29.44-PM.png 1400w, https:\/\/www.tradingheroes.com\/wp-content\/uploads\/Screen-Shot-2022-09-13-at-1.29.44-PM-768x428.png 768w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/p>\n<p>As you can see, this method didn't trade too often.<\/p>\n<p><strong>But it's really good at riding strong trends when it does take a trade, logging a 34.53% gain on the best trade.\u00a0<\/strong><\/p>\n<p><em>This trading strategy is super simple and a great starting point for beginners.\u00a0<\/em><\/p>\n<p>The test was done with zero optimization and used the settings that are freely available on many websites and in YouTube videos.<\/p>\n<p>Therefore, you can do some analysis of the strategy to see if there ways that you could improve the results.<\/p>\n<p>You could experiment with different EMA settings, <a href=\"https:\/\/www.tradingheroes.com\/move-stoploss-breakeven\/\"  data-wpil-monitor-id=\"128\">moving the trade to breakeven<\/a> sooner, and testing this on different timeframes.<\/p>\n<p>Although this strategy only averaged about 5.71% per year, imagine if you had 5 to 10 markets or timeframes that you trade this on.<\/p>\n<p><strong>That can add up to a solid yearly return.\u00a0<\/strong><\/p>\n<p>So get to testing and find the markets, settings and timeframes that work for you.<\/p>\n<p>You might want to try the 4-hour chart next. It's also very easy to test and you can see your results quickly.<\/p>\n<h3>USDCAD Daily Chart Results<\/h3>\n<p>I also tested the USDCAD on the daily chart from 2006 to 2022.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1022106\" src=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/Screen-Shot-2022-09-14-at-12.25.59-AM.png\" alt=\"USDCAD Golden \/ Death Cross backtesting results\" width=\"1368\" height=\"796\" srcset=\"https:\/\/www.tradingheroes.com\/wp-content\/uploads\/Screen-Shot-2022-09-14-at-12.25.59-AM.png 1368w, https:\/\/www.tradingheroes.com\/wp-content\/uploads\/Screen-Shot-2022-09-14-at-12.25.59-AM-768x447.png 768w\" sizes=\"auto, (max-width: 1368px) 100vw, 1368px\" \/><\/p>\n<p>These results weren't as good as the EURUSD results, but it was still profitable.<\/p>\n<p><strong>So there is some potential here and should be explored further.\u00a0<\/strong><\/p>\n<p>I noticed that I missed a couple of huge trends because the strategy exited at breakeven.<\/p>\n<p>A re-entry rule could be added to catch these trends.<\/p>\n<p>There's also the potential to split each trade up into 2 parts, taking some profit on the initial move, then leaving the rest to run.<\/p>\n<p>I'm just giving you a starting point here.<\/p>\n<p>Again, try different settings and timeframes on the USDCAD.<\/p>\n<p><strong>It's up to you to test, improve and master this strategy.\u00a0<\/strong><\/p>\n<h2>Why is the 200 EMA Important?<\/h2>\n<p><strong>The 200 EMA is often used to determine the long-term trend of a market.\u00a0<\/strong><\/p>\n<p>If price is below the 200 EMA, that's often seen as bearish, and if price is trading above the 200 EMA, that's bullish.<\/p>\n<p>Traders who use the 200 EMA will usually only look for shorts is price is below the EMA and only look to buy if price is above the EMA.<\/p>\n<p>It's often used when trading stocks, but can be applied to any market.<\/p>\n<p>But remember, always test first!<\/p>\n<h2>The Exponential Moving Average Formula<\/h2>\n<p>Alright, if you've made it this far, then you must <em>really<\/em> want to know how to calculate the EMA.<\/p>\n<p>So here it is&#8230;<\/p>\n<h3 style=\"text-align: center;\">EMA = k x C + P<\/h3>\n<p>k = 2 \/ (n + 1)<\/p>\n<p>n = Number of days included in the EMA calculation, or the EMA setting<\/p>\n<p>C = Current closing price &#8211; Previous EMA<\/p>\n<p>P = Previous EMA<\/p>\n<p>This can be a little confusing, so I'll break it down for you.<\/p>\n<h3>Weighting Factor Explained<\/h3>\n<p>The weighting factor is k. This gives more weight to the current closing price, based on the number of periods used in the settings.<\/p>\n<p>So if there are more days in the EMA calculation, the current closing price will have less of an effect on the current EMA value.<\/p>\n<p>If there are fewer days, the current closing price will have more of an effect.<\/p>\n<p>Let's start by looking at how a 10 period EMA affects the k value, versus a 200 period EMA.<\/p>\n<p>k = 2 \/ (10+1) = 0.18<\/p>\n<p>k = 2\/ (200+1) = 0.01<\/p>\n<p>In the case of the 10 EMA, the current price has 18% or 0.18 more weight in the moving average than the other 9 data points.<\/p>\n<p>Since there are more data points in the 200 EMA, the current closing price has a smaller effect and only has 1% or 0.01 more weight than the other 199 data points.<\/p>\n<h3>Putting it All Together<\/h3>\n<p>When the weighting factor is multiplied by the difference between the current closing price and the previous period's EMA value, you're simply giving more weight to the current EMA value.<\/p>\n<p>Finally you add in the previous EMA value to get the current EMA value.<\/p>\n<h2>Final Thoughts on Trading with the EMA<\/h2>\n<p>The <strong>Exponential Moving Average<\/strong> is a great indicator to use to build trading strategies.<\/p>\n<p>I've given you one way that you can use the EMA to trade.<\/p>\n<p><em>But now it's up to you to test this trading strategy and make it your own.<\/em><\/p>\n<p><strong>The secret to successful trading is learning a strategy that works, then customizing it to your unique personality.\u00a0<\/strong><\/p>\n<p>So if you would like to move forward with this EMA crossover trading strategy, the next step is to start backtesting.<\/p>\n<p>I've created <a href=\"https:\/\/www.tradingheroes.com\/forex-backtesting-guide\/\" target=\"_blank\" rel=\"noopener\">this backtesting guide for beginners<\/a> that will help you figure out your favorite settings and which markets\/timeframes this strategy works in.<\/p>\n<p><strong>Remember that just because the strategy worked in the examples above, does not mean that it will work in all markets and with all timeframes.\u00a0<\/strong><\/p>\n<p><em>You HAVE to backtest.\u00a0<\/em><\/p>\n<p>But backtesting is a process of discovery and can be a lot of fun.<\/p>\n<p>Now get to work!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Learn a super simple Exponential Moving Average trading strategy that can be tested in a few minutes. It&#8217;s perfect for beginners. <\/p>\n","protected":false},"author":2022,"featured_media":1022465,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[201579],"tags":[201923],"class_list":["post-1022079","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-trading-strategies","tag-moving-averages","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-33"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Exponential Moving Average Strategy (with Results) - Trading Heroes<\/title>\n<meta name=\"description\" content=\"Learn a super simple Exponential Moving Average trading strategy that can be tested in a few minutes. 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