{"id":3152,"date":"2024-10-03T01:30:41","date_gmt":"2024-10-02T16:30:41","guid":{"rendered":"https:\/\/fx-vhouse.com\/?p=3152"},"modified":"2024-10-03T01:30:41","modified_gmt":"2024-10-02T16:30:41","slug":"%e9%81%8e%e5%8e%bb%e6%a4%9c%e8%a8%bc%e3%81%a7%e3%82%82%e5%8b%9d%e7%8e%8761%ef%bc%85%e3%81%ae%e7%a7%bb%e5%8b%95%e5%b9%b3%e5%9d%87%e7%b7%9a%e5%8f%8d%e7%99%ba%e3%83%88%e3%83%ac%e3%83%bc%e3%83%89%e6%89%8b","status":"publish","type":"post","link":"https:\/\/fx-vhouse.com\/en\/3152.html","title":{"rendered":"Summary of the Moving Average Rebound Trading Strategy with a 61% Win Rate from Backtesting"},"content":{"rendered":"<p>Previously, the trading strategy had a win rate of 56.7% based on analysis, but after actually backtesting it, the results were dismal.<\/p>\n<div class=\"related_article cf\"><a href=\"https:\/\/fx-vhouse.com\/en\/3149.html\"><figure class=\"eyecatch thum\"><img loading=\"lazy\" decoding=\"async\" width=\"486\" height=\"255\" src=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/\u5206\u6790\u3066\u3099\u306f\u52dd\u738756.7\u306e\u79fb\u52d5\u5e73\u5747\u7dda\u53cd\u767a\u3092\u691c\u8a3c\u30bd\u30d5\u30c8\u3092\u4f7f\u3063\u3066\u904e\u53bb\u691c\u8a3c\u3057\u305f\u7d50\u679c\u306f\uff1f-486x255.jpg\" class=\"attachment-home-thum size-home-thum wp-post-image\" alt=\"\u5206\u6790\u3066\u3099\u306f\u52dd\u738756.7%\u306e\u79fb\u52d5\u5e73\u5747\u7dda\u53cd\u767a\u3092\u691c\u8a3c\u30bd\u30d5\u30c8\u3092\u4f7f\u3063\u3066\u904e\u53bb\u691c\u8a3c\u3057\u305f\u7d50\u679c\u306f\uff1f\" \/><\/figure><div class=\"meta inbox\"><p class=\"ttl\">What are the results of backtesting the moving average rebound strategy with a 56.7% win rate using backtesting software?<\/p><span class=\"date gf\">2024\u5e7410\u67083\u65e5<\/span><\/div><\/a><\/div>\n<p>However, after analyzing the losing trades from the backtest and revising the trading rules, I re-tested the strategy, which now has improved accuracy. I would like to share the summary of that backtest.<\/p>\n<h2>The Trading Strategy Used for This Backtest<\/h2>\n<div class=\"c_box intitle yellow_box type_normal\"><div class=\"box_title\"><span class=\"span__box_title\">Verification trading rules<\/span><\/div>\n<ul>\n<li>Rebounds off the 1-hour chart&#8217;s moving average (SMA).<\/li>\n<li>The moving average is set to 20.<\/li>\n<li>A touch is defined as within \u00b110 pips of the 20 SMA.<\/li>\n<li>A rebound is considered when the price moves more than +50 pips in the rebound direction.<\/li>\n<li>The 20 SMA should be sloping, not flat.<\/li>\n<li>There should be no price range (line) likely to act as resistance in the direction you&#8217;re targeting.<\/div><\/li>\n<\/ul>\n<div class=\"c_box intitle yellow_box type_normal\"><div class=\"box_title\"><span class=\"span__box_title\">Verification entry rules<\/span><\/div>\n<ul>\n<li>Entries are made on the 5-minute chart.<\/li>\n<li>The entry is based on Dow Theory, ensuring the timing has a statistical edge.<\/li>\n<li>The direction of the 5-minute 20 SMA must be clearly aligned with the intended trade direction.<\/li>\n<li>The price must have broken and confirmed above the 5-minute 20 SMA in the intended direction.<\/li>\n<li>Stop-loss points are based on the most recent highs or lows according to Dow Theory on the 5-minute chart.<\/li>\n<li>The risk-to-reward ratio should be at least 1:1.5 or better.<\/div><\/li>\n<\/ul>\n<h2>Results of the Second Backtest Using the Trading Strategy with a 56.7% Win Rate<\/h2>\n<p>The currency pairs and periods tested are as follows.<\/p>\n<table style=\"border-collapse: collapse; width: 100%;\">\n<tbody>\n<tr>\n<td style=\"width: 50%;\">Currency pair<\/td>\n<td style=\"width: 50%;\">GBPJPY<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">Historical data period<\/td>\n<td style=\"width: 50%;\">July 1, 2019 &#8211; December 31, 2019<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">Verification start period<\/td>\n<td style=\"width: 50%;\">August 1, 2019 &#8211; December 31, 2019<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\t\t<style type=\"text\/css\">\n\t\t\t#gallery-1 {\n\t\t\t\tmargin: auto;\n\t\t\t}\n\t\t\t#gallery-1 .gallery-item {\n\t\t\t\tfloat: left;\n\t\t\t\tmargin-top: 10px;\n\t\t\t\ttext-align: center;\n\t\t\t\twidth: 50%;\n\t\t\t}\n\t\t\t#gallery-1 img {\n\t\t\t\tborder: 2px solid #cfcfcf;\n\t\t\t}\n\t\t\t#gallery-1 .gallery-caption {\n\t\t\t\tmargin-left: 0;\n\t\t\t}\n\t\t\t\/* see gallery_shortcode() in wp-includes\/media.php *\/\n\t\t<\/style>\n\t\t<div id='gallery-1' class='gallery galleryid-3149 gallery-columns-2 gallery-size-medium'><dl class='gallery-item'>\n\t\t\t<dt class='gallery-icon landscape'>\n\t\t\t\t<a href='https:\/\/fx-vhouse.com\/118.html\/%e9%80%9a%e8%b2%a8%e3%83%9a%e3%82%a2%e3%81%a8%e3%83%86%e3%82%b9%e3%83%88%e6%9c%9f%e9%96%93%e7%a2%ba%e8%aa%8d'><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"221\" src=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/\u901a\u8ca8\u30da\u30a2\u3068\u30c6\u30b9\u30c8\u671f\u9593\u78ba\u8a8d-300x221.png\" class=\"attachment-medium size-medium\" alt=\"\u901a\u8ca8\u30da\u30a2\u3068\u30c6\u30b9\u30c8\u671f\u9593\u78ba\u8a8d\" srcset=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/\u901a\u8ca8\u30da\u30a2\u3068\u30c6\u30b9\u30c8\u671f\u9593\u78ba\u8a8d-300x221.png 300w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/\u901a\u8ca8\u30da\u30a2\u3068\u30c6\u30b9\u30c8\u671f\u9593\u78ba\u8a8d-768x566.png 768w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/\u901a\u8ca8\u30da\u30a2\u3068\u30c6\u30b9\u30c8\u671f\u9593\u78ba\u8a8d.png 782w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/a>\n\t\t\t<\/dt><\/dl><dl class='gallery-item'>\n\t\t\t<dt class='gallery-icon landscape'>\n\t\t\t\t<a href='https:\/\/fx-vhouse.com\/118.html\/%e3%82%bf%e3%82%a4%e3%83%a0%e3%82%be%e3%83%bc%e3%83%b3%e3%81%a8%e9%96%8b%e5%a7%8b%e6%97%a5%e7%a2%ba%e8%aa%8d'><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"247\" src=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3068\u958b\u59cb\u65e5\u78ba\u8a8d-300x247.png\" class=\"attachment-medium size-medium\" alt=\"\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3068\u958b\u59cb\u65e5\u78ba\u8a8d\" srcset=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3068\u958b\u59cb\u65e5\u78ba\u8a8d-300x247.png 300w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3068\u958b\u59cb\u65e5\u78ba\u8a8d.png 685w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/a>\n\t\t\t<\/dt><\/dl><br style=\"clear: both\" \/>\n\t\t<\/div>\n\n<p>And the results of the first test are as follows:<\/p>\n<table style=\"border-collapse: collapse; width: 100%; height: 120px;\">\n<tbody>\n<tr style=\"height: 24px;\">\n<td style=\"width: 50%; height: 24px;\">Number of trades<\/td>\n<td style=\"width: 50%; height: 24px;\">18 times<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 50%; height: 24px;\">Winning trade<\/td>\n<td style=\"width: 50%; height: 24px;\">11times<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 50%; height: 24px;\">Losing trade<\/td>\n<td style=\"width: 50%; height: 24px;\">7times<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 50%; height: 24px;\">Winning rate<\/td>\n<td style=\"width: 50%; height: 24px;\">61%<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 50%; height: 24px;\">Net profit<\/td>\n<td style=\"width: 50%; height: 24px;\">$5716.75<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-122 size-full\" src=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/\u691c\u8a3c\u7d50\u679c.png\" alt=\"\u691c\u8a3c\u7d50\u679c\" width=\"471\" height=\"682\" srcset=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/\u691c\u8a3c\u7d50\u679c.png 471w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/\u691c\u8a3c\u7d50\u679c-207x300.png 207w\" sizes=\"(max-width: 471px) 100vw, 471px\" \/>\n<h2>Aiming for Further Win Rate Improvement by Revisiting Losing Trades<\/h2>\n<p>At this point, the trading strategy has become profitable enough to steadily increase gains. However, there are still areas where the rules could be made more precise and aspects that fit the rules but require extra caution. Therefore, I\u2019d like to revisit the losing trades for further analysis.<\/p>\n<h3>Analysis of the Losing Trade on August 2, 2019, at 20:00<\/h3>\n<p>This is the 1-hour chart of the first losing trade.<\/p>\n<p>It touched the 20 SMA and is clearly trending downward, so it follows the trading rules. However, since it&#8217;s a bit unclear, let\u2019s take a look at the 5-minute chart.<\/p>\n<a href=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-123\" src=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9-1024x390.png\" alt=\"2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9\" width=\"728\" height=\"277\" srcset=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9-1024x390.png 1024w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9-300x114.png 300w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9-768x292.png 768w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9-1536x585.png 1536w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9.png 1918w\" sizes=\"(max-width: 728px) 100vw, 728px\" \/><\/a>\n<p>Here is the 5-minute chart of the same losing trade.<\/p>\n<a href=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9\u5206\u67905\u5206\u8db3-2-a.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-2371\" src=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9\u5206\u67905\u5206\u8db3-2-a-1024x391.jpg\" alt=\"2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9\u5206\u67905\u5206\u8db3-2-a\" width=\"728\" height=\"278\" srcset=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9\u5206\u67905\u5206\u8db3-2-a-1024x391.jpg 1024w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9\u5206\u67905\u5206\u8db3-2-a-300x114.jpg 300w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9\u5206\u67905\u5206\u8db3-2-a-768x293.jpg 768w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9\u5206\u67905\u5206\u8db3-2-a-1536x586.jpg 1536w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9\u5206\u67905\u5206\u8db3-2-a.jpg 1919w\" sizes=\"(max-width: 728px) 100vw, 728px\" \/><\/a>\n<p>After touching the 1-hour 20 SMA (the red moving average line) at the high point, the price dropped below the previous low.<\/p>\n<p>At this point, I was about to enter a short position, but the stop-loss point would have been the recent high, resulting in about an 85-pip stop loss. This would make the risk-to-reward ratio too tight, so I decided to pass on the entry.<\/p>\n<p>If the price had continued to drop from that point, it would have simply meant that this trade did not fit the current trading rules, so it was a good decision to pass.<\/p>\n<p>However, after watching the chart, the price went back up and approached the 1-hour 20 SMA again. When the price dropped below the 5-minute 20 SMA (the blue moving average line), I thought it would continue dropping (blue downtrend line) and entered the trade with a stop-loss set at the recent high (line 1) for 25 pips.<\/p>\n<p>Although this turned out to be a losing trade, the reason for the loss is clear, so I believe it can be avoided in the future.<\/p>\n<p>The following chart clarifies the cause of the loss.<\/p>\n<a href=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9\u5206\u67905\u5206\u8db3-3-a.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-2372\" src=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9\u5206\u67905\u5206\u8db3-3-a-1024x391.jpg\" alt=\"2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9\u5206\u67905\u5206\u8db3-3-a\" width=\"728\" height=\"278\" srcset=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9\u5206\u67905\u5206\u8db3-3-a-1024x391.jpg 1024w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9\u5206\u67905\u5206\u8db3-3-a-300x114.jpg 300w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9\u5206\u67905\u5206\u8db3-3-a-768x293.jpg 768w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9\u5206\u67905\u5206\u8db3-3-a-1536x586.jpg 1536w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67082\u65e520\u6642\u306e\u8ca0\u3051\u30c8\u30ec\u30fc\u30c9\u5206\u67905\u5206\u8db3-3-a.jpg 1919w\" sizes=\"(max-width: 728px) 100vw, 728px\" \/><\/a>\n<p>I was too focused on the price movement after the high was made, but upon closer inspection, it became clear that the 5-minute chart was in a range market (two red lines).<\/p>\n<p>Looking at it as a range market, my entry at point \u2460 was completely at the bottom of the range, making it the worst possible timing.<\/p>\n<p>In this case, I should have waited to confirm that the price had broken below the range\u2019s low before entering.<\/p>\n<p>From this analysis, point \u2461 would have been the best entry point.<\/p>\n<p>The original trading rule includes, \u201cThere should be no price range (line) likely to act as resistance in the direction you are targeting.\u201d However, since this wasn\u2019t part of the entry rules, I overlooked it.<\/p>\n<p>I plan to add the following to the entry rules:<\/p>\n<div class=\"c_box intitle yellow_box type_normal\"><div class=\"box_title\"><span class=\"span__box_title\">Additional entry rules<\/span><\/div>\n<ul>\n<li>There are no price ranges that are likely to become resistance, such as ranges, in the 5-minute market.<\/div><\/li>\n<\/ul>\n<p>Incidentally, as you can see on the right side of the chart, I entered the next trade at a good time and secured 50 pips, so even looking at just these two trades, the strategy was profitable.<\/p>\n<p>It\u2019s clear that the risk-to-reward ratio is crucial.<\/p>\n<h3>Analysis of the Losing Trade on August 6, 2019, at 20:00<\/h3>\n<p>Next is the losing trade around August 6, 2019, at 20:00.<\/p>\n<p>Looking at the 1-hour chart, we can see a double bottom formed after the price dropped, followed by a break above the neckline. After the price dropped again, the neckline acted as a support line, and the 20 SMA was also respected, creating an ideal rebound pattern.<\/p>\n<a href=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-1\u6642\u9593\u8db3-a.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-2373\" src=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-1\u6642\u9593\u8db3-a-1024x391.jpg\" alt=\"2019\u5e748\u67086\u65e520\u6642-1\u6642\u9593\u8db3-a\" width=\"728\" height=\"278\" srcset=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-1\u6642\u9593\u8db3-a-1024x391.jpg 1024w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-1\u6642\u9593\u8db3-a-300x114.jpg 300w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-1\u6642\u9593\u8db3-a-768x293.jpg 768w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-1\u6642\u9593\u8db3-a-1536x586.jpg 1536w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-1\u6642\u9593\u8db3-a.jpg 1916w\" sizes=\"(max-width: 728px) 100vw, 728px\" \/><\/a>\n<p>Now, let\u2019s analyze the points that should have been considered during this trade.<\/p>\n<p>The first thing to note is the 4-hour chart.<\/p>\n<p>Although the 1-hour chart showed an ideal price movement, if we look at the higher time frame, the 4-hour chart, it\u2019s clear that this was just a small pullback within a strong downtrend.<\/p>\n<a href=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-4\u6642\u9593\u8db3-a.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-2374\" src=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-4\u6642\u9593\u8db3-a-1024x390.jpg\" alt=\"2019\u5e748\u67086\u65e520\u6642-4\u6642\u9593\u8db3-a\" width=\"728\" height=\"277\" srcset=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-4\u6642\u9593\u8db3-a-1024x390.jpg 1024w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-4\u6642\u9593\u8db3-a-300x114.jpg 300w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-4\u6642\u9593\u8db3-a-768x293.jpg 768w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-4\u6642\u9593\u8db3-a-1536x585.jpg 1536w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-4\u6642\u9593\u8db3-a.jpg 1916w\" sizes=\"(max-width: 728px) 100vw, 728px\" \/><\/a>\n<p>Although there is no rule in my trading strategy that says <span style=\"font-size: 14pt;\"><strong>\u201call the moving averages on different time frames (4-hour, 1-hour, etc.) must be aligned in the same direction,\u201d<\/strong><\/span> and I don\u2019t think such a rule needs to be added, looking at this chart, even in real-time, it should have been obvious that it wasn\u2019t the right time to enter a long trade.<\/p>\n<p>While it&#8217;s not necessary to add this to the trading rules, it seems effective to lightly check the 4-hour chart&#8217;s price action as well.<\/p>\n<p>Next, let\u2019s look at the 5-minute chart, which I use to determine entry timing.<\/p>\n<p>After touching the 1-hour 20 SMA at point \u2460, the price moved up to line \u2460, then dropped to point \u2461. At this point, since the price didn\u2019t break below point \u2460 and instead broke back above line \u2460, I entered the trade.<\/p>\n<a href=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-5\u5206\u8db3-a.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-2375\" src=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-5\u5206\u8db3-a-1024x391.jpg\" alt=\"2019\u5e748\u67086\u65e520\u6642-5\u5206\u8db3-a\" width=\"728\" height=\"278\" srcset=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-5\u5206\u8db3-a-1024x391.jpg 1024w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-5\u5206\u8db3-a-300x115.jpg 300w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-5\u5206\u8db3-a-768x293.jpg 768w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-5\u5206\u8db3-a-1536x586.jpg 1536w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-5\u5206\u8db3-a.jpg 1920w\" sizes=\"(max-width: 728px) 100vw, 728px\" \/><\/a>\n<p>This could also be seen as a slight double bottom pattern followed by a break above the neckline, so I don\u2019t think it was a particularly bad entry decision. However, there\u2019s a small range between line \u2461 and line \u2462.<\/p>\n<p>I&#8217;ve been paying attention to ranges and lines on the 5-minute chart, but I personally don\u2019t think it\u2019s necessary to be concerned about every little thing on the 5-minute chart. You can draw lines almost anywhere on a 5-minute chart, and if you worry about all of them, you won\u2019t be able to trade at all.<\/p>\n<p>So, while line \u2461 didn\u2019t break, this is more of a hindsight observation. What I should have been paying more attention to was line \u2462.<\/p>\n<h2>Candle Wicks Hold Special Meaning in Price Action<\/h2>\n<p>The first high that formed line \u2462 didn\u2019t quite form a pin bar, but on the 5-minute chart, it ended with a sufficiently long upper wick.<\/p>\n<p>Now, let\u2019s focus on the second high that bounced off line \u2462.<\/p>\n<p>This is what\u2019s often called an <strong>&#8220;engulfing pattern&#8221;<\/strong> or something similar, but if we combine these two candlesticks into a 10-minute candle, it forms a perfect pin bar.<\/p>\n<p>The wick of a candlestick represents a price that was reached but ultimately rejected, showing that the price couldn\u2019t be maintained or broken.<\/p>\n<p>In other words, the first high ended with an upper wick, and the second one formed a perfect pin bar, indicating that many traders were paying attention to this price range.<\/p>\n<p>Incidentally, the following image shows what happened after line \u2462.<\/p>\n<p>You can see that it continued to be respected as support and was repeatedly tested as a resistance line afterward.<\/p>\n<a href=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-1\u6642\u9593\u8db3-2-a.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-2376\" src=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-1\u6642\u9593\u8db3-2-a-1024x391.jpg\" alt=\"2019\u5e748\u67086\u65e520\u6642-1\u6642\u9593\u8db3-2-a\" width=\"728\" height=\"278\" srcset=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-1\u6642\u9593\u8db3-2-a-1024x391.jpg 1024w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-1\u6642\u9593\u8db3-2-a-300x114.jpg 300w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-1\u6642\u9593\u8db3-2-a-768x293.jpg 768w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-1\u6642\u9593\u8db3-2-a-1536x586.jpg 1536w, https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/2019\u5e748\u67086\u65e520\u6642-1\u6642\u9593\u8db3-2-a.jpg 1919w\" sizes=\"(max-width: 728px) 100vw, 728px\" \/><\/a>\n<h2>Summary of the Moving Average Rebound Trading Strategy with a 61% Win Rate from Backtesting<\/h2>\n<p>This time, I backtested the rebound from the 20 SMA indicator on the 1-hour chart of GBPJPY.<\/p>\n<p>In the analysis stage, I had refined the strategy to a 56.7% win rate, but that analysis was based on completed charts. When you actually backtest or trade in real-time, the win rate usually drops.<\/p>\n<p>In the first backtest of this strategy, the win rate was disappointing. However, by refining and adding new rules to improve accuracy, I was able to raise the win rate to 61%, not only in analysis but also in the test trades.<\/p>\n<p>That said, this result is based solely on the backtesting conducted from January 1, 2019, to December 31, 2019. If applied to different currency pairs or time periods, the results might differ.<\/p>\n<p>However, technical analysis is fundamentally based on past price movements, which reflect human psychology patterns. The same goes for this moving average rebound strategy.<\/p>\n<p>Since this strategy is derived from a chart pattern that many traders are aware of, I don\u2019t believe it will stray too far off course.<\/p>\n<p>Going forward, I plan to backtest various trading strategies and share the results, so I\u2019d appreciate it if you could check back again.<\/p>\n<p>There are also articles where I\u2019ve analyzed moving average rebounds up to this point, so feel free to reference them if you like.<\/p>\n<div class=\"related_article cf\"><a href=\"https:\/\/fx-vhouse.com\/en\/3149.html\"><figure class=\"eyecatch thum\"><img loading=\"lazy\" decoding=\"async\" width=\"486\" height=\"255\" src=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2021\/01\/\u5206\u6790\u3066\u3099\u306f\u52dd\u738756.7\u306e\u79fb\u52d5\u5e73\u5747\u7dda\u53cd\u767a\u3092\u691c\u8a3c\u30bd\u30d5\u30c8\u3092\u4f7f\u3063\u3066\u904e\u53bb\u691c\u8a3c\u3057\u305f\u7d50\u679c\u306f\uff1f-486x255.jpg\" class=\"attachment-home-thum size-home-thum wp-post-image\" alt=\"\u5206\u6790\u3066\u3099\u306f\u52dd\u738756.7%\u306e\u79fb\u52d5\u5e73\u5747\u7dda\u53cd\u767a\u3092\u691c\u8a3c\u30bd\u30d5\u30c8\u3092\u4f7f\u3063\u3066\u904e\u53bb\u691c\u8a3c\u3057\u305f\u7d50\u679c\u306f\uff1f\" \/><\/figure><div class=\"meta inbox\"><p class=\"ttl\">What are the results of backtesting the moving average rebound strategy with a 56.7% win rate using backtesting software?<\/p><span class=\"date gf\">2024\u5e7410\u67083\u65e5<\/span><\/div><\/a><\/div><div class=\"related_article cf\"><a href=\"https:\/\/fx-vhouse.com\/79.html\"><figure class=\"eyecatch thum\"><img loading=\"lazy\" decoding=\"async\" width=\"486\" height=\"290\" src=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2020\/12\/FX\u3066\u3099\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u4f7f\u3063\u305f\u52dd\u738756.7\u306e\u30c8\u30ec\u30fc\u30c8\u3099\u624b\u6cd5\u306e\u30a8\u30f3\u30c8\u30ea\u30fc\u30eb\u30fc\u30eb\u3092\u5206\u6790-486x290.jpg\" class=\"attachment-home-thum size-home-thum wp-post-image\" alt=\"FX\u3066\u3099\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u4f7f\u3063\u305f\u52dd\u738756.7%\u306e\u30c8\u30ec\u30fc\u30c8\u3099\u624b\u6cd5\u306e\u30a8\u30f3\u30c8\u30ea\u30fc\u30eb\u30fc\u30eb\u3092\u5206\u6790\" \/><\/figure><div class=\"meta inbox\"><p class=\"ttl\">\u3010\u52dd\u738756.7%\u3011\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u4f7f\u3063\u305f\u30c8\u30ec\u30fc\u30c9\u624b\u6cd5\u306e\u30a8\u30f3\u30c8\u30ea\u30fc\u30eb\u30fc\u30eb\u3092\u5206\u6790<\/p><span class=\"date gf\">2020\u5e7412\u670829\u65e5<\/span><\/div><\/a><\/div><div class=\"related_article cf\"><a href=\"https:\/\/fx-vhouse.com\/72.html\"><figure class=\"eyecatch thum\"><img loading=\"lazy\" decoding=\"async\" width=\"486\" height=\"290\" src=\"https:\/\/fx-vhouse.com\/wp-content\/uploads\/2020\/12\/FX\u3066\u3099\u79fb\u52d5\u5e73\u5747\u7dda\uff08\u8a2d\u5b9a\u502420\uff09\u306e\u4f7f\u3044\u65b9\u3092\u5206\u6790\u3057\u3066\u307f\u305f\u3089\u52dd\u738756.7\u306e\u30c8\u30ec\u30fc\u30c8\u3099\u624b\u6cd5\u304b\u3099\u898b\u3064\u304b\u3063\u305f-486x290.jpg\" class=\"attachment-home-thum size-home-thum wp-post-image\" alt=\"FX\u3066\u3099\u79fb\u52d5\u5e73\u5747\u7dda\uff08\u8a2d\u5b9a\u502420\uff09\u306e\u4f7f\u3044\u65b9\u3092\u5206\u6790\u3057\u3066\u307f\u305f\u3089\u52dd\u738756.7%\u306e\u30c8\u30ec\u30fc\u30c8\u3099\u624b\u6cd5\u304b\u3099\u898b\u3064\u304b\u3063\u305f\" \/><\/figure><div class=\"meta inbox\"><p class=\"ttl\">FX\u3067\u79fb\u52d5\u5e73\u5747\u7dda\uff08\u8a2d\u5b9a\u502420\uff09\u306e\u4f7f\u3044\u65b9\u3092\u5206\u6790\u3057\u3066\u307f\u305f\u3089\u52dd\u738756.7%\u306e\u30c8\u30ec\u30fc\u30c9\u624b\u6cd5\u304c\u898b\u3064\u304b\u3063\u305f<\/p><span class=\"date gf\">2020\u5e7412\u670822\u65e5<\/span><\/div><\/a><\/div>\n<p>I highly recommend the FX backtesting software I use, as it allows for more efficient testing.<\/p>\n<div class=\"btn_content\">\r\n\r\n<strong><span class=\"swl-inline-color has-swl-deep-01-color\">Free Plan Available\uff01For a limited time, the paid plan is available at 50% off and comes with a 14-day money-back guarantee for peace of mind.<\/strong>\r\n<div class=\"btn-wrap u-mb-ctrl u-mb-0\"><a class=\"btn-link btn-90\" href=\"https:\/\/www.forextester.com\/idevaffiliate\/idevaffiliate.php?id=3989_1_3_12\" rel=\"nofollow\">\r\n<span class=\"btn-row1\">[Official] Learn More About ForexTester<\/span>\r\n<\/a><\/div>\r\n<div class=\"btn-wrap u-mb-ctrl u-mb-0\"><a class=\"btn-link btn-90\" href=\"https:\/\/www.forextester.com\/idevaffiliate\/idevaffiliate.php?id=3989_1_3_12\" rel=\"nofollow\">\r\n<span class=\"btn-row1\">Download the Free Version of ForexTester<\/span>\r\n<\/a><\/div>\r\n<div class=\"btn-wrap u-mb-ctrl u-mb-0 u-mb-bottom\"><a class=\"btn-link btn-90\" href=\"https:\/\/www.forextester.com\/idevaffiliate\/idevaffiliate.php?id=3989_1_3_12\" rel=\"nofollow\">\r\n<span class=\"btn-bloon\">50% Off & 14-Day Money-Back Guarantee<\/span>\r\n<span class=\"btn-row1\">Download the Paid Version of ForexTester<\/span>\r\n<\/a><\/div>\r\n<p class=\"has-text-align-center u-mb-ctrl u-mb-0\"><span class=\"swl-fz u-fz-xs\">23 Years of Actual Historical Data<\/span><\/p>\r\n<p class=\"has-text-align-center u-mb-ctrl u-mb-0\"><span class=\"swl-fz u-fz-xs\">Tick Data for Timeframes Below 1 Minute<\/span><\/p>\r\n<p class=\"has-text-align-center u-mb-ctrl u-mb-0\"><span class=\"swl-fz u-fz-xs\">Comprehensive Support System<\/span><\/p>\r\n<\/div>\n<h2>Final Summary of the 20 SMA Rebound Trading Strategy<\/h2>\n<div class=\"c_box intitle yellow_box type_normal\"><div class=\"box_title\"><span class=\"span__box_title\">Summary of Trading Rules<\/span><\/div>\n<ul>\n<li>Rebounds off the 1-hour chart\u2019s moving average (SMA).<\/li>\n<li>The moving average is set to 20.<\/li>\n<li>A touch is defined as within \u00b110 pips of the 20 SMA.<\/li>\n<li>A rebound is considered when the price moves more than +50 pips in the rebound direction.<\/li>\n<li>The 20 SMA should be sloping, not flat.<\/li>\n<li>There should be no price range (line) likely to act as resistance in the direction you are targeting.<\/li>\n<li>When there is a trend reversal on the 1-hour chart, consider whether it is just a pullback on the higher time frame (in this case, the 4-hour chart).<\/div><\/li>\n<\/ul>\n<div class=\"c_box intitle yellow_box type_normal\"><div class=\"box_title\"><span class=\"span__box_title\">Summary of Entry Rules<\/span><\/div>\n<ul>\n<li>Entry decisions and execution are made on the 5-minute chart.<\/li>\n<li>The entry should be based on Dow Theory, ensuring a statistically favorable timing.<\/li>\n<li>The direction of the 5-minute 20 SMA must be clearly aligned with the intended trade direction.<\/li>\n<li>The price must have broken and confirmed above the 5-minute 20 SMA in the intended direction.<\/li>\n<li>The stop-loss points are set at the most recent high or low according to Dow Theory on the 5-minute chart.<\/li>\n<li>The risk-to-reward ratio should be at least 1:1.5 or better.<\/li>\n<li>There should be no price range acting as resistance during the 5-minute time frame.<\/div><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Previously, the trading strategy had a win rate of 56.7% based on analysis, but after actually backtesting it, the results were dismal. However, after analyzing the losing trades from the backtest and revising the trading rules, I re-tested the strategy, which now has improved accuracy. I would like to share the summary of that backtest&#8230;.<\/p>\n","protected":false},"author":1,"featured_media":678,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":"","_locale":"en_US","_original_post":"https:\/\/fx-vhouse.com\/?p=118"},"categories":[5],"tags":[11,10],"_links":{"self":[{"href":"https:\/\/fx-vhouse.com\/wp-json\/wp\/v2\/posts\/3152"}],"collection":[{"href":"https:\/\/fx-vhouse.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fx-vhouse.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fx-vhouse.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fx-vhouse.com\/wp-json\/wp\/v2\/comments?post=3152"}],"version-history":[{"count":1,"href":"https:\/\/fx-vhouse.com\/wp-json\/wp\/v2\/posts\/3152\/revisions"}],"predecessor-version":[{"id":3153,"href":"https:\/\/fx-vhouse.com\/wp-json\/wp\/v2\/posts\/3152\/revisions\/3153"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/fx-vhouse.com\/wp-json\/wp\/v2\/media\/678"}],"wp:attachment":[{"href":"https:\/\/fx-vhouse.com\/wp-json\/wp\/v2\/media?parent=3152"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fx-vhouse.com\/wp-json\/wp\/v2\/categories?post=3152"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fx-vhouse.com\/wp-json\/wp\/v2\/tags?post=3152"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}