How Can You Use a Break and Retest Strategy in Trading?How Can You Use a Break and Retest Strategy in Trading?
Trading strategies help traders navigate the financial markets with greater confidence. One such approach is the break and retest strategy, which focuses on key support and resistance levels. This article explores the break and retest strategy in detail, providing insights and practical examples to help traders apply it in their trading activities.
Understanding the Break and Retest Strategy
The break and retest strategy is popular among traders who aim to capitalise on clear market movements. At its core, this strategy revolves around identifying key support and resistance levels on a price chart.
Here’s how it works: When the price breaks through a support or resistance level, it signals a potential shift in market sentiment. For example, if a stock breaks above a resistance level, it suggests increasing buying interest. Traders then watch for the price to return to this newly broken level—known as a retest in trading. During the retest, the former resistance now acts as support, providing a potentially more attractive entry point for traders looking to join the trend.
This strategy aligns well with trending markets, where prices move consistently in one direction. It allows traders to take advantage of momentum while managing their entries potentially more effectively.
The Mechanics of Break and Retest Trading
Implementing the break and retest strategy involves a clear sequence of steps that traders follow to identify and act on potential market moves. Here’s a breakdown of how this strategy typically operates:
1. Identifying Key Levels
Traders begin by pinpointing significant support and resistance levels on their charts. Accurate identification is crucial, as these levels form the foundation of the strategy.
2. Monitoring for a Breakout
Once the key levels are established, traders watch for the price to break through one of these barriers, in line with a broader trend. A breakout occurs when the price moves decisively above resistance or below support, often accompanied by increased trading volume. This surge in volume indicates stronger market interest and can validate the breakout’s legitimacy.
3. Waiting for the Retest
After the breakout, the price typically retraces to test the broken level. For instance, if the price breaks above a resistance level, it may pull back to that same level, which now acts as support. This retest phase is critical as it offers a second confirmation of the breakout’s strength.
4. Confirming the Retest
During the retest, traders look for confirmation signals to ensure the breakout is genuine. These signals can include specific candlestick patterns, such as pin bars or engulfing candles, and continued high trading volume. Successful confirmation suggests that the new support or resistance level will hold, increasing the likelihood of a sustained trend.
5. Entering the Trade
With confirmation in place, traders often enter the market, aiming to ride the new trend. They may set stop-loss orders slightly below the new support (in the case of a breakout to the upside) or the new resistance (in case of a breakout to the downside) to manage potential risks.
6. Managing the Trade
Effective trade management involves setting target levels based on previous price action and adjusting stop-loss orders as the trade progresses. This helps to lock in potential returns and potentially protect against unexpected market reversals.
Break and Retest Example Strategy
Consider this EURUSD 15-minute chart, which displays a clear bearish trend. This trend is highlighted by the 50-period Exponential Moving Average (EMA) sloping downward, with the price generally staying below it. Recently, the price broke below a key support level on higher-than-average volume, signalling a potential opportunity for traders to apply the break and retest strategy.
In this scenario, there are two support levels to monitor. The first is a more significant support level. Trading at this level can allow traders to enter the market quickly, though it comes with a less favourable risk-reward ratio.
The second support level is found within the recent brief retracement. This level offers a better risk-reward ratio, but there's a chance the price may not retrace deeply enough, potentially causing traders to miss the trade.
The entry point is identified by a candle with a wick longer than its body (a pin-bar on the 30m chart), indicating rejection of higher prices as the market retests the second broken support level. Once this candle closes, traders can enter a market order.
Stop losses would typically be placed either above the last major swing high or above the 50-period EMA, depending on individual risk tolerance. Take-profit targets could be set at a 1:3 risk-reward ratio or at the next significant support level, where a price reversal may be anticipated.
Improving the Break and Retest Strategy
Enhancing the break and retest strategy involves integrating additional tools and techniques to refine trade decisions. Here are several methods to consider:
1. Incorporating Additional Indicators
Using break and retest indicators like the Relative Strength Index (RSI) or the Moving Average Convergence Divergence (MACD) can provide valuable insights. For instance, an RSI crossing below 70 during a bearish breakout may indicate weakening momentum, supporting the retest. Similarly, the MACD crossing above its signal line or the MACD histogram rising above 0 can confirm the uptrend’s strength, aiding in more precise entry points.
Explore these indicators and more than 1,200+ trading tools in FXOpen’s free TickTrader trading platform.
2. Multi-Timeframe Analysis
Examining charts across different timeframes helps in gaining a broader market perspective. A breakout observed on a 4-hour chart gains additional confirmation when a strong trend is also visible on a daily chart. This alignment across timeframes increases the reliability of the trade setup.
3. Utilising Fibonacci Retracements
After a breakout, prices often retrace deeper into the previous high-low range—not always to the most extreme point. Applying Fibonacci retracements to the high/low of the breakout (high in a bearish breakout and low in a bullish scenario) and the new low or high can help identify optimal retest points, particularly at the 38.2%, 50%, and 61.8% levels. These levels typically offer better risk-reward ratios compared to the extreme points.
4. Incorporating Fundamental Analysis
Supporting technical breakouts with fundamental factors, such as economic reports or news events, strengthens the strategy. For example, a breakout aligned with positive economic data may have a higher probability of sustaining the new trend, providing traders with greater confidence in their decisions.
Advantages of the Break and Retest Strategy
The break and retest strategy offers several advantages that can enhance a trader’s approach to the markets:
- Increased Confidence through Confirmation: The retest serves as an additional validation of the breakout, boosting trader confidence in their entry decision and reducing hesitation.
- Better Risk Management: Setting stop-loss orders based on the retest level provides a clear risk boundary. This structured approach aids in potentially managing losses.
- Alignment with Market Trends: This strategy naturally aligns trades with the prevailing market trend. By trading in the direction of the breakout, traders can take advantage of sustained movements.
- Versatility Across Markets: The breakout and retest strategy can be applied to various financial instruments, including forex, stocks, and commodities. Its adaptability makes it a valuable tool in diverse trading environments.
- Scalability and Flexibility: This strategy can be adapted to different timeframes and trading styles, making it suitable for both short-term and long-term traders seeking to implement a consistent approach.
Potential Challenges and Considerations
While the break and retest strategy can be a powerful tool, traders may face several challenges when implementing it:
- False Breakouts: Not every breakout leads to a sustained trend. Sometimes, the price moves beyond a support or resistance level only to reverse shortly after. Recognising these false signals is crucial to avoid entering trades that may quickly turn against expectations.
- Market Conditions: According to theory, this strategy performs best in trending markets. In sideways or highly volatile environments, breakouts can be less reliable, making it harder to distinguish genuine opportunities from random price movements.
- Timing the Retest: Accurately determining when the price will retest the broken level can be challenging. Entering too early may expose traders to unnecessary risk, while waiting too long might result in missed opportunities if the retest doesn't occur as anticipated.
- Reliance on Confirmation Signals: While additional indicators like RSI or MACD can enhance the strategy, over-reliance on these tools can complicate decision-making. Traders need to balance multiple signals without becoming overwhelmed or confused.
- Emotional Discipline: Maintaining discipline during retests is essential. Traders might feel pressured to act quickly if the market moves unexpectedly, leading to impulsive decisions that deviate from their trading plan.
The Bottom Line
The break and retest strategy offers a structured approach to navigating market movements, combining precise entry points with effective risk management. By understanding and applying this method, traders can potentially enhance their trading decisions and align with prevailing trends. To put this strategy into practice across more than 700 markets, consider opening an FXOpen account and gain access to four advanced trading platforms, low trading costs, and rapid execution speeds.
FAQ
What Is a Retest in Trading?
A retest occurs when the price returns to a broken support or resistance level after an initial breakout. It serves to confirm the strength of the breakout, helping traders decide whether the new trend will continue or if the breakout was false.
What Is the Break and Retest Strategy?
The break and retest strategy involves identifying a breakout of a key support or resistance level and then waiting for the price to return to that level. Traders use this retest as a confirmation to enter the market, aiming to follow the new trend with reduced risk.
What Is the Win Rate of the Break and Retest Strategy?
The win rate of the break and retest strategy varies depending on market conditions and how the strategy is applied. Consistent application and effective risk management are crucial for achieving better results.
How Many Times Should I Backtest My Strategy?
Backtesting should be done extensively across different market conditions and timeframes. According to theory, traders need to test a strategy on at least 100 trades to ensure its reliability and to understand how it performs in various scenarios.
Does the Market Always Retest?
No, the market does not always retest broken levels. While retests are common, they are not guaranteed. Traders should use additional confirmation signals and be prepared for both possibilities when applying the break and retest strategy.
This article represents the opinion of the Companies operating under the FXOpen brand only. It is not to be construed as an offer, solicitation, or recommendation with respect to products and services provided by the Companies operating under the FXOpen brand, nor is it to be considered financial advice.
Exponentialmovingaverage
NIFTY DAILY - 21/5/2024Nifty opens on negative note but bulls were aggressive from starting of the day and made days high which is 22591 level.
Nifty formed shaven bottom candle on daily which indicates participants were buying from days low.
Candle is trading above 9 Days Exponential Moving Average.
Nifty is able to hold 22500 level so, further resistance can be 22586 level with support of 22406.
Bank Nifty levels
Support – 47305 Resistance – 48110
Today’s Advance Decline ratio of NIFTY50
Advance - 23
Decline - 27
FII Sell – 1874.54 crores
DII Buy + 3548.97 crores.
⚠️ Important: Always maintain your Risk & Reward Ratio.
✅Like and follow to never miss a new idea!✅
Disclaimer: I am not SEBI Registered Advisor. My posts are purely for training and educational purposes.
Eat🍜 Sleep😴 TradingView📈 Repeat 🔁
Happy learning with trading. Cheers!🥂
NIFTY DAILY - 10/5/2024Index opens with positive note and made days high that is 22131 level.
Nifty traded between 50 to 100 points choppy session throughout the day.
Index is trading at trendline support and below the 50 Day’s Exponential Moving Average Line.
Nifty is able to hold 22000 level so, further resistance can be 22156 with support of 21777 level.
Bank Nifty levels
Support – 47305
Resistance – 47818
Today’s Advance Decline ratio of NIFTY50
Advance - 38
Decline - 12
FII Sell – 2117.50 crores
DII Buy + 2709.81 crores.
⚠️ Important: Always maintain your Risk & Reward Ratio.
✅Like and follow to never miss a new idea!✅
Disclaimer: I am not SEBI Registered Advisor. My posts are purely for training and educational purposes.
Eat🍜 Sleep😴 TradingView📈 Repeat 🔁
Happy learning with trading. Cheers!🥂
NIFTY DAILY - 8/5/2024Bear losses its winning streak, Nifty was open gap down but bulls were aggressive and made days high that is 22368, Nifty was highly volatile for the day.
Nifty has formed green body candle with upper and lower shadow.
Index has given neutral closing for the day.
Candle is below 9 Days Exponential Moving Average Line. Index is able to hold 22300 level so, nifty find nearest support at 22286 with resistance of 22389 level.
Bank Nifty levels
Support – 47876 Resistance – 48527
Today’s Advance Decline ratio of NIFTY50
Advance - 25
Decline - 24
Unchanged - 1
FII Sell – 6669.10 crores
DII Buy + 5928.81 crores.
⚠️ Important: Always maintain your Risk & Reward Ratio.
✅Like and follow to never miss a new idea!✅
Disclaimer: I am not SEBI Registered Advisor. My posts are purely for training and educational purposes.
Eat🍜 Sleep😴 TradingView📈 Repeat 🔁
Happy learning with trading. Cheers!🥂
NIFTY DAILY - 3/4/2024Nifty opens record high which is 22794 level, but didn’t sustain the upper level and nifty fall almost 250 points which is 22348 level almost 1%.
From lower end nifty was trying to recover and give closing at 22475 level with -172 points (-0.76%).
Nifty has formed Bearish Engulfing candle on daily chart which indicates more bearishness into the market.
Candle is taking support of 20 Days Exponential Moving Average Line. Further support of nifty will be 22406 level with resistance of 22562 level.
Bank Nifty levels
Support – 48677
Resistance – 49057
Today’s Advance Decline ratio of NIFTY50
Advance - 15
Decline - 35
FII Sell – 2391.98 crores
DII Buy + 690.52 crores.
⚠️ Important: Always maintain your Risk & Reward Ratio.
✅Like and follow to never miss a new idea!✅
Disclaimer: I am not SEBI Registered Advisor. My posts are purely for training and educational purposes.
Eat🍜 Sleep😴 TradingView📈 Repeat 🔁
Happy learning with trading. Cheers!🥂
NIFTY DAILY - 26/4/2024Nifty opens gap up but didn’t sustain at 22600 level.
Bears were back into the market and drag the Index to day’s low which is 22385.
Nifty has formed shaven head red body candle with lower shadow which indicates participants were selling from day’s high.
Nifty is taking support of 9 Days Exponential Moving Average Line.
Nifty has broken the support of 22424 level so, further support can be 22368 with resistance of 22562 level.
Today’s Advance Decline ratio of NIFTY50
Advance - 17
Decline - 33
FII Sell – 3408.88 crores
DII Buy + 4356.83 crores.
⚠️ Important: Always maintain your Risk & Reward Ratio.
✅Like and follow to never miss a new idea!✅
Disclaimer: I am not SEBI Registered Advisor. My posts are purely for training and educational purposes.
Eat🍜 Sleep😴 TradingView📈 Repeat 🔁
Happy learning with trading. Cheers!🥂
NIFTY DAILY - 25/4/2024Nifty opens gap down but bulls stretch their arms for yet another session and made days high that is 22625.
Nifty was up almost 200+ points, at closing time nifty was up by 167 points which is 0.75%.
Index has formed a big green body candle with upper shadow on daily chart which indicates participants were buying from days lower level.
Candle is 90% above the 9 Days Exponential Moving Average Line.
MACD is on urge of Crossover. Nifty has broken the resistance of 22242 level so, further resistance will be 22700 level with support of 22425.
Today’s Advance Decline ratio of NIFTY50
Advance - 40
Decline - 10
FII Sell – 2823.33 crores
DII Buy + 6167.56 crores.
⚠️ Important: Always maintain your Risk & Reward Ratio.
✅Like and follow to never miss a new idea!✅
Disclaimer: I am not SEBI Registered Advisor. My posts are purely for training and educational purposes.
Eat🍜 Sleep😴 TradingView📈 Repeat 🔁
Happy learning with trading. Cheers!🥂
NIFTY DAILY - 23/4/2024Nifty opens with positive note, and traded between 22360 to 22420 range throughout trading hours.
At the end of the day nifty was up by 31 points.
Nifty has formed shaven head red body candle on daily chart.
Candle is trading above 20 Days Exponential Moving Average Line.
Nifty is able to hold 22300 level and broke the resistance level which was 22276 so, further resistance will be 22556 level with support of 22242 level.
Today’s Advance Decline ratio of NIFTY50
Advance - 24
Decline - 25
Unchanged - 1
FII Sell – 3044.54 crores
DII Buy – 2918.94 crores.
⚠️ Important: Always maintain your Risk & Reward Ratio.
✅Like and follow to never miss a new idea!✅
Disclaimer: I am not SEBI Registered Advisor. My posts are purely for training and educational purposes.
Eat🍜 Sleep😴 TradingView📈 Repeat 🔁
Happy learning with trading. Cheers!🥂
NIFTY DAILY - 26/3/2024Nifty opens with gap down and bulls enter into the market and made days high that is 22073.
Index has formed green body shaven bottom candle which indicates participants were buying from lower end.
Candle is above 50 Day’s Exponential Moving Average.
Nifty is able to hold above on 22000 level so that next hurdle level can be 22115 and weakness could be seen towards 21831 level.
Today’s Advance Decline ratio of NIFTY50
Advance - 20
Decline - 30
FII Buy + 10.13 crore
DII Buy + 5024.36 crore.
⚠️ Important: Always maintain your Risk & Reward Ratio.
✅Like and follow to never miss a new idea!✅
Disclaimer: I am not SEBI Registered Advisor. My posts are purely for training and educational purposes.
Eat🍜 Sleep😴 TradingView📈 Repeat 🔁
Happy learning with trading. Cheers!🥂
NIFTY DAILY - 14/3/2024Indian indices open at previous day closing and rebounded sharply after yesterday’s fall.
Nifty has formed big green body candle with upper and lower shadow.
Candle is formed below 9 days Exponential Moving Average line.
Further levels for nifty will be 21831 level will work as support and resistance will be 22381 level.
Today’s Advance Decline ratio of NIFTY50
Advance - 37
Decline - 13
FII Sell – 1356.29 crore
DII Buy + 139.47 crore.
⚠️ Important: Always maintain your Risk & Reward Ratio.
✅Like and follow to never miss a new idea!✅
Disclaimer: I am not SEBI Registered Advisor. My posts are purely for training and educational purposes.
Eat🍜 Sleep😴 TradingView📈 Repeat 🔁
Happy learning with trading. Cheers!🥂
NIFTY DAILY - 13/3/2024Nifty open with gap up opening and bulls didn’t survive in the market and bear took control and made days low that is 21905 level.
Nifty has broken the trend line support and formed a red big candle with upper and lower shadow.
MACD is giving Crossdown.
90% of the candle is below the 9 days Exponential Moving Average line.
Index has broken the support level which was 22272 so, further support will be 21791 level with resistance of 22115 level.
Today’s Advance Decline ratio of NIFTY50
Advance - 6
Decline - 43
FII Sell – 4595.06 crore
DII Buy +9093.72 crore
⚠️ Important: Always maintain your Risk & Reward Ratio.
✅Like and follow to never miss a new idea!✅
Disclaimer: I am not SEBI Registered Advisor. My posts are purely for training and educational purposes.
Eat🍜 Sleep😴 TradingView📈 Repeat 🔁
Happy learning with trading. Cheers!🥂
NIFTY DAILY - 12/3/2024Market opens at Yesterday’s closing price.
Nifty formed Dragonfly Doji on daily chart with long lower and long upper shadows, which indicates thug of war between buyers and sellers which shows indecisiveness among them.
Candle is formed exactly on 9 days Exponential Moving Average line.
Further levels for nifty will be 22272 level will work as support and resistance will be 22381 level.
Today’s Advance Decline ratio of NIFTY50
Advance - 13
Decline - 37
FII Buy + 73.12 crore
DII Buy +2358.18 crore.
⚠️ Important: Always maintain your Risk & Reward Ratio.
✅Like and follow to never miss a new idea!✅
Disclaimer: I am not SEBI Registered Advisor. My posts are purely for training and educational purposes.
Eat🍜 Sleep😴 TradingView📈 Repeat 🔁
Happy learning with trading. Cheers!🥂
NIFTY DAILY - 11/3/2024Nifty open with negative note and made days low that is 22307.
Index has formed big bearish candle with lower shadow which indicates bears were creating pressure from top level.
Candle has taken support of 9 days Exponential Moving Average Line.
Nifty has broken the support of 22368 so further support will be 22272 level with 22381 resistance level.
Today’s Advance Decline ratio of NIFTY50
Advance - 17
Decline - 33
FII Buy + 4212.76 crore
DII Buy +3238.39 crore.
⚠️ Important: Always maintain your Risk & Reward Ratio.
✅Like and follow to never miss a new idea!✅
Disclaimer: I am not SEBI Registered Advisor. My posts are purely for training and educational purposes.
Eat🍜 Sleep😴 TradingView📈 Repeat 🔁
Happy learning with trading. Cheers!🥂
GBPUSD Possible Re-Test Of Monthly HighHi Traders!
There is some bullish momentum behind GBPUSD, and there may be a possibility of a re-test of the monthly high.
Here are the details:
The price action on the 1D chart looks bullish. The market is in an ascending price channel with higher market swings and lower rejection price wicks; the market is also currently above the 20 EMA.
Preferred Direction: Buy
Resistance: 1.27858
Support: 1.26612
Technical Indicators: 20 EMA
Please make sure to click on the like/boost button 🚀 as your support greatly helps.
Trade safely and responsibly.
BluetonaFX
HINDPETRO - Falling wedge pattern - 38% ROIAll details are given on chart. If you like the analyses please do share it with your friends, like and follow me for more such interesting charts.
Disc - Am not a SEBI registered. Please do your own analyses before taking position. This post is only for educational purposes and not a trading recommendation
Fetch.ai (FET) Price Dips in September – October's Direction UncThe price of Fetch.ai (FET) saw a decline following its failure to breach the $0.27 resistance zone on September 3rd, initiating a bearish trend.
The situation remains precarious, as failure to secure a close above the $0.23-$0.24 Fib resistance range could signal the continuation of the bearish trend, potentially leading to a significant drop.
Approaching the Ascending Support Trendline
Since its rejection from the $0.27 resistance area on September 3rd, Fetch.ai (FET) has experienced a downward trajectory. However, it’s not all bad news.
FET's price has been following an ascending support trendline since June 2022. Recent validations of this trendline occurred on August 17th and 22nd. These instances were marked by long lower wicks, which indicates buying pressure.
The pace of increase accelerated after the last validation, propelling the FET price to $0.27 on September 3rd. However, it failed to breach this resistance level, which has persisted since May, resulting in the ongoing downward movement.
In order for FET to commence a new bull run, it will need to surpass the 100 Exponential Moving Average. The 100 EMA acts as a mobile support and resistance. Currently, the 100 EMA is above the price, therefore the indicator works as a resistance.
Williams %R is another indicator that we should look at. The Williams %R is a momentum oscillator that gauges the market. If the indicator is below -80, it means FET is oversold and expected to bounce back. If it is above -20, it is overbought and expected to fall back again. Currently Williams %R is approaching oversold levels, which coincides well with the ascending support trendline.
Looking Ahead: FET is approaching an ascending support line, and the Williams %R is approaching oversold levels, which make a rebound on the table. However, for a rebound to take place, the price needs to break above the 100 EMA first.
📊 The 3 EMA Crossover StrategyThe 3 EMA (Exponential Moving Average) strategy is a popular trading strategy that uses three exponential moving averages of different time periods to identify potential buying and selling opportunities in the market. The three EMAs used in this strategy are the 10 EMA, 25 EMA, and 50 EMA.
🔹What is an EMA Crossover?
An EMA crossover occurs when two different EMA lines cross one another. The crossover doesn't predict future trends, but rather shows the ongoing direction of a trend. That being said, the crossover might actually give a signal that a trend could be ending and will soon be replaced by a new trend.
🔹Why Use 3 EMAs Together?
The three EMAs can give stronger confirmation than just two EMAs crossover. It can also give a better context to the price action in relation to the three EMA lines displayed on the chart. Three EMAs crossing above the price at the same time is a strong bullish signal, while three EMA crossing below the price at the same time is a strong bearish signal.
The crossover of the 10 EMA above the 25 EMA and the 25 EMA above the 50 EMA is used to identify a long position opportunity.
This is known as a bullish crossover, indicating that the trend is shifting from bearish to bullish.
When the 10 EMA crosses above the 25 EMA, it suggests that the short-term trend is beginning to turn bullish, and when the 25 EMA crosses above the 50 EMA, it suggests that the long-term trend is also becoming bullish.
This combination of short-term and long-term trends shifting in a bullish direction can be a powerful signal for traders to enter a long position.
👤 @AlgoBuddy
📅 Daily Ideas about market update, psychology & indicators
❤️ If you appreciate our work, please like, comment and follow ❤️
📊Moving Average(MA): Use Cases📍 What Is a Moving Average (MA)?
A Moving Average (MA) is a popular technical analysis tool used in finance to indicate the stock's average price over a certain time frame. Its purpose is to reduce price volatility by creating a continually updated average price based on the stock's historical data.
The computation of a moving average helps to minimize the influence of unpredictable and short-term price fluctuations on a stock over a designated period. Two types of moving averages are commonly used: simple moving averages (SMAs) that employ a straightforward arithmetic mean of prices over a particular timeframe, and exponential moving averages (EMAs) that prioritize recent prices over older ones by assigning them greater weight.
📍 Simple Moving Average(SMA)
A simple moving average (SMA) is a technical indicator that calculates the average of a range of prices over a specific number of time periods. It can help determine if an asset price will continue or reverse a bull or bear trend. It is an arithmetic moving average, calculated by adding recent prices and dividing by the number of time periods in the calculation. SMAs can be short-term or long-term, with short-term averages responding quickly to price changes and long-term averages being slower. Other types of moving averages include exponential moving averages (EMAs) and weighted moving averages (WMAs).
📍 What Is an Exponential Moving Average (EMA)?
The exponential moving average (EMA) is a moving average (MA) technique that assigns more weight to the most recent data points. It is also known as the exponentially weighted moving average. Compared to a simple moving average (SMA) that gives equal weight to all data points in the period, an EMA reacts more strongly to recent price changes.
👤 @AlgoBuddy
📅 Daily Ideas about market update, psychology & indicators
❤️ If you appreciate our work, please like, comment and follow ❤️
What if RSI and EMA produce similar results?█ What if RSI and EMA produce similar results?
In the world of trading , technical indicators play a crucial role in making informed decisions. One such indicator is the Relative Strength Index (RSI), and another is the Exponential Moving Average (EMA). Both of these indicators have been widely used by traders to analyze market trends and make predictions about future price movements. However, it has long been a topic of debate among traders as to which of these two indicators is better.
█ What if RSI and EMA produce similar results?
We wanted to determine the relationship* between the RSI and the EMA, specifically examining the hypothesis that when the RSI crosses above the value of 50, it returns similar results as when the price crosses above a certain length of an EMA. Similarly, when the RSI crosses below the value of 50, it returns similar results as when the price crosses below a certain length of an EMA. Our goal was to determine whether the RSI and EMA were related* in any way.
█ Our Simulations
We designed a series of simulations to compare the accuracy of the RSI and EMA in predicting market trends. The simulations were designed to test the assumption that the RSI and EMA were equal* in terms of accuracy in predicting price movements.
█ Our definition of "predict price movements."
If RSI crosses above the value of 50, there is a higher likelihood of a bullish move. If RSI crosses below the value of 50, there is a higher likelihood of a bearish move.
█ Our assumption for this study
When the RSI crosses above the value 50, it is equal* to when the price crosses above a certain EMA length, and when the RSI crosses below the value 50, it is equal* to when the price crosses below a certain EMA length. This assumption had never been tested until our team decided to put it to the test.
█ Results
To our surprise, we found a strong relationship* between the RSI and the EMA. We discovered that when the RSI crosses above the value of 50, it returns similar* results as when the price crosses above a certain length of an EMA. Conversely, when the RSI crosses below the value of 50, it returns similar* results as when the price crosses below a certain length of an EMA.
The assumption was accurate and that the correlation* between the RSI and EMA was 1, indicating that the results of both indicators were highly consistent. This means that there is an EMA length that performs exactly* the same as the RSI in terms of predicting market trends.
Validity Checks
We stored crossover values for both RSI and EMA in 2 different arrays, and by running the following tests, we could conclude our findings.
Correlation Check
The correlation between RSI and EMA provides insights into the relationship between the two arrays.
Array Size Checks
The "diff" tells us how different the sizes of the two arrays are. If the size of both arrays is the same, "diff" would be 0, indicating that the two arrays have the same number of elements.
Percentage Check
The percentage difference between RSI and EMA is a measure of the similarity between the two arrays. A percentage difference of 0 indicates that the two arrays are the same size, while a higher percentage difference indicates that the two arrays are different in size.
Ratio Check
The ratio represents the relationship between the two arrays, in terms of the sum of their elements. If the ratio is equal to 1, it means that the sum of the elements in the two arrays is the same. The higher the ratio, the more the elements in RSIa are relative to the elements in EMA. The lower the ratio, the less the elements in RSI are relative to the elements in EMA.
█ What is the exact relationship between the two indicators?
After further testing and analysis, we discovered that the length of the EMA that returns results similar* to the RSI is given by the formula: "2* RSI Period - 1". This formula provides traders with a clear, scientific method for determining the length of an EMA that will return results similar* to the RSI.
█ What does it mean for Traders?
The study has provided valuable insights into the accuracy of RSI and EMA. It has shown that both indicators are approximately equal in terms of accuracy and that traders can use either one without having to sacrifice accuracy. This means that traders can choose RSI or EMA, depending on their personal preferences and trading style.
█ Conclusion
Our study has shown that when the RSI crosses above the value of 50, it returns similar* results as when the price crosses above a certain length of an EMA. Similarly, when the RSI crosses below the value of 50, it returns similar* results as when the price crosses below a certain length of an EMA. Furthermore, we have discovered the exact* relationship between the RSI and EMA, given by the formula "2 * RSI Period - 1". These findings provide valuable insights for traders and demonstrate the potential for data-driven approaches in trading.
We showed that the RSI and EMA were highly correlated*, indicating that the results of both indicators were highly consistent*. This knowledge can save traders time and effort, as they can use one indicator to validate the results of the other.
-----------------
Disclaimer
*Our results are approximate. We encourage you to test the assumption yourself. We do not guarantee that you will get the same results. This is an educational study for entertainment purposes only. The findings/results may or may not be true.
The information contained in my Scripts/Indicators/Ideas/Algos/Systems does not constitute financial advice or a solicitation to buy or sell any securities of any type. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information.
All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
My Scripts/Indicators/Ideas/Algos/Systems are only for educational purposes!
BITCOIN GOING AGAINST ALL ODDS !!!!Despite the fear of a global recession the crypto market is still rising and making new monthly highs
if bitcoin is able to successfully break the 200 EMA resistance then we might see the price reacjing up to the 24k soon enough.
SInce i thoroughly believe that the bear trend is over and ATH's are still hopeful.
Happy Trading !!!
Is CHZ About to Start a New Bull Run?CHZ (Chiliz) is currently at support and appears to be trying to bounce back. What are the chances it will succeed? Let’s find out!
The details: CHZ lost almost 90% of its value this year from its all-time high of $0.95. While this may sound like a lot, it is pretty common in the crypto market, especially when it comes to altcoins. Even Bitcoin lost around 86% of its value at one point.
Bull Run Ahead?
CHZ is currently priced at $0.11 as of January 6, 2023, and is very close to its 2022 low of $0.080, where we find the major support level. Support and resistance levels are not exact price points, but rather price areas with some room for interpretation. If a coin has bounced once from $0.085, the next time, it can also bounce from $0.080. In this current swing low, CHZ has reached $0.0970, which is in line with the support level, which ranges (more or less) from $0.10 to $0.09.
CHZ has started pushing up quickly and is already showing signs of making a V-shaped recovery. The next stop is the 25 exponential moving average (EMA), which has been a pretty accurate mobile support and resistance. CHZ would need a break and close above the 25 EMA for the rally to continue.
If a bull run commences, then the next resistance level stands between $0.26 and $0.29, which would be a 150% increase from the current price level. We have a minor resistance around $0.16, which is 40% higher than the current price, making a decent potential profit for this scenario.
Looking Ahead: While many signs point to CHZ starting its bull run, we still need to be wary. CHZ showed signs in May 2022 that it was going to make a quick recovery, before plunging back down and finally recovering in July. Therefore, it may not be the best idea to enter with all of your funds, but rather a portion of it with the potential to enter more later on.