Pace ProOverview
The Pace Pro indicator is a robust trend-following tool designed for versatile application across various timeframes and markets, including stocks, forex, futures and cryptocurrencies. It provides traders with "bull" and "bear" signals, take profit (TP) signals, and volume spike indications. This indicator aims to help traders identify potential trading opportunities through trends, reversals and price exhaustion.
Key Features
Bull and Bear Signals: Pace Pro generates green "bull" and red "bear" signals based on a trend strength score derived from an aggregation of components.
Take Profit (TP) Signals: The indicator plots black "TP" signals at areas of price exhaustion.
Volume Spike Indicators: The indicator colors candles to signify high volume spikes—light green for high bullish volume and light red for high bearish volume.
Price Clouds: The indicator includes three types of Bollinger Band clouds. These clouds help visualize exhaustion and volatility, providing traders with multiple perspectives on market dynamics.
How it works:
Trend Strength: This score is calculated using a proprietary formula that assesses the magnitude and direction of market movement with standard deviation and regression analysis. Standard deviation computes the average price over a specified period and then calculates the standard deviation of prices from this average. A linear regression is performed on the closing prices over a specified period. The slope of the regression line is used to identify the trend direction, and the standard deviation is used to assess trend stability and filter out noise, working together to clearly identify direction and robustness. Bull/Bear signals are produced based on trend strength reaching specific thresholds, configurable in the settings.
Overbought/Oversold Strength: This strength identifies price exhaustion using a unique formula that aggregates values from several indicators such as RVI, RSI and CCI. RVI captures price trends, RSI measures momentum, and CCI identifies price deviations from the mean, providing a comprehensive view of market conditions. Take profit signals are plotted at points of high price exhaustion, indicating optimal exit prices.
Volume Analysis: Volume spikes are identified and highlighted with colored candles using an ATR calculation that pinpoints outliers in volume. This is calculated using the math.abs function, identifying volume spikes in the last 14 bars. Volume spike candle size can be configured in settings to the user's liking.
Bollinger Band Clouds: The indicator employs Bollinger Band clouds based on WMA, VWMA, and EMA to provide a comprehensive view of market volatility and trend strength. WMA responds quickly to price changes, VWMA incorporates volume, and EMA smooths out data, offering a unique and adaptive perspective on market conditions. This combination is used to provide a unique perspective on market volatility, utilizing different moving averages. These clouds adapt to price fluctuations and offer visual cues to enhance trend analysis.
Utility
This tool provides traders with valuable information for trend-following and reversal strategies across different timeframes. It helps traders by:
-Generating "bull" and "bear" signals to indicate potential long, short and exit points. The precise calculation methods and statistical components used in deriving the trend strength score are designed to filter out market noise and provide a clear indication of prevailing market trends.
-Providing "TP" signals at areas of price exhaustion, areas where taking profit is optimal. These also serve as potential reversal points in the market as they incorporate reversion analysis techniques.
-Highlighting high volume spikes with colored candles to indicate significant market activity. These volatile candles can indicate a significant and rapid surge in price.
-Offering visual insights through Bollinger Band clouds, which help traders assess overbought and oversold conditions on a broad scale. These aid in visualizing potential reversals in the market.
Rationale and Benefits of Component Combination
The combination of trend strength, overbought/oversold strength, volume analysis, and Bollinger Band clouds provides a holistic approach to market analysis and allows users to use various techniques of trading analysis to make sound trading decisions. Each component serves a distinct purpose:
-Trend Strength identifies and confirms the direction and magnitude of market trends, offering clear bull and bear signals. A trend score is calculated to clearly identify where price is strongly trending and where it is quite weak. This customizable feature allows traders to configure this indicator to their liking by only plotting signals when the trend reaches a desired threshold.
-Overbought/Oversold Strength pinpoints areas of price exhaustion, providing crucial take profit and reversal conditions in the market. I combine RSI, RVI, and CCI to provide a more robust reversion score. My rationale for this is to leverage data from multiple indicators, to ensure a comprehensive assessment of price exhaustion rather than relying on a single source.
-Volume Analysis highlights significant market activity, giving traders insights into potential price movements. This feature is included to provide users with a visual representation of price pumps/dumps, that can aid in trading decisions in combination with entry and exit signals.
-Bollinger Band Clouds offer a visual representation of market volatility and trend strength, enhancing the overall analytical framework. Bands were calculated using a mixture of WMA, VWMA, and EMA to diversify data and to bring variety to its display. This can enhance its use as it does not use a single data source and relies on multiple.
Uniqueness:
This indicator stands out due to its innovative integration of standard deviation and regression analysis, offering traders a unique and comprehensive market analysis tool. By combining standard deviation to measure volatility and filter out noise with regression analysis to identify trend direction and strength, it provides insightful trend signals that help traders make informed decisions. This indicator's versatility is enhanced by its customizable settings, allowing traders to adapt it to their specific needs and trading styles with the trend sensitivity setting. Combining RSI, RVI, and CCI for reversion and exit points is unique as it integrates multiple perspectives on price momentum and volatility, providing a more comprehensive assessment of price exhaustion than using any single indicator. Combining WMA, EMA, and VWMA as bands is beneficial and unique as it blends different averaging methods to offer a more nuanced and adaptive view of market volatility and trend strength.
By integrating these components, it delivers a multifaceted tool that addresses various aspects of market analysis, making it a valuable asset for traders seeking to improve their decision-making process.
Disclaimer
Trading involves substantial risk and is not suitable for every investor. This indicator is designed to assist in decision-making but does not guarantee profits or prevent losses. Always conduct your own research and consider seeking advice from a financial professional.
Trend-reversal
TradeMate - Trend TamerTradeMate Trend Tamer
The TradeMate Trend Tamer is designed to help traders identify potential trend reversals and navigate periods of high market volatility. This tool combines a custom EMA-based oscillator with a volatility detection mechanism, providing traders with actionable signals that are easy to interpret and apply.
🔶 Originality and Utility
The TradeMate Trend Tamer is not just a mashup of indicators but a well-integrated system that enhances the reliability of trend detection. The core of this indicator is a custom EMA calculation that identifies trend shifts based on price momentum and directional changes. This EMA is further enhanced by a volatility detection system that colors bars yellow during periods of high volatility, indicating potential market reversals.
The indicator is particularly useful for traders who are looking for clear and straightforward signals to identify buying and selling opportunities, especially in volatile markets where traditional indicators might produce false signals. By combining trend arrows with volatility signals, the TradeMate Trend Tamer helps traders confirm the strength of a signal and avoid getting caught in market noise.
🔶 Description and Underlying Logic
The TradeMate Trend Tamer uses a custom EMA calculation that smooths price movements to detect significant shifts in momentum. This EMA is plotted on the chart and is complemented by arrows indicating potential buy or sell signals:
Upward Arrows: These appear when the EMA indicates an upward momentum shift, suggesting a potential buying opportunity.
Downward Arrows: These indicate a downward momentum shift, signaling a potential selling opportunity.
The volatility detection mechanism works by analyzing the ATR (Average True Range) over a specified lookback period. The indicator identifies extreme volatility zones where the ATR exceeds a certain threshold, coloring the bars yellow to visually alert traders. This helps traders identify when the market is more likely to reverse, making the combination of trend arrows and volatility signals a powerful tool for decision-making.
🔶 Using the TradeMate Trend Tamer
Traders should use the trend arrows as an initial signal and confirm it with the yellow-colored volatility bars. For example:
High Volatility with Upward Arrow: Indicates a strong buy signal as the market is likely to reverse upwards.
High Volatility with Downward Arrow: Indicates a strong sell signal, suggesting a potential downward reversal.
By following these signals, traders can enhance their entry and exit strategies, especially in markets prone to sudden moves.
Trend Reversal Composite Index
Overview
The "Trend Reversal Composite Index" (TRCI) is a comprehensive technical analysis tool that combines several indicators to identify potential trend reversals and assess the overall market pulse. The script integrates a variety of technical indicators, including RSI, Stochastic, MACD, Bollinger Bands, Williams %R, OBV, ADX, ATR, and the Relative Volatility Index, each with adjustable weights to fine-tune their influence on the composite scores.
Key Features
Customization : Users can select the "Standardization Type" (Normalized or Z-Score) to standardize indicator values, catering to different analysis preferences.
Composite Scores : The script calculates two main composite scores: the "Trend Reversal Composite" and the "Market Pulse Composite," each derived from a weighted sum of standardized indicator values.
Indicator Weighting : Each indicator's impact on the composite scores can be adjusted through user-defined weights, enabling personalized sensitivity settings.
Dynamic Visuals : The script plots the composite scores and their exponential moving averages (EMAs) on the chart, offering a clear visualization of the market's condition and trend reversals.
Signal Identification : It provides clear "go long" and "go short" signals based on the crossover and crossunder of the composite score and predefined thresholds, assisting in decision-making.
Utility and Originality
TRCI stands out due to its integrative approach, combining multiple indicators into a single composite index. This not only simplifies the analysis by providing a consolidated view of various signals but also enhances the decision-making process by aggregating the predictive power of individual indicators. Its flexibility in customization through adjustable weights and standardization types allows users to tailor the tool according to their trading style and market conditions.
Implementation and Usage
To utilize the TRCI effectively, traders should first experiment with the weights of different indicators based on their trading strategy and the market's volatility. The composite scores offer a straightforward interpretation: higher values may indicate potential buying opportunities, while lower values could signal selling points. The inclusion of EMAs further aids in smoothing out the signals, providing a more reliable indicator of trend direction.
Conclusion
The "Trend Reversal Composite Index" is a versatile and innovative tool for traders looking to streamline their technical analysis and enhance their decision-making process. Its combination of multiple indicators into composite scores, customizable through user-defined weights, makes it a valuable addition to any trader's toolkit.
Prevailing Trend IndicatorOVERVIEW
The Prevailing Trend indicator is a technical indicator that gauges whether the price is currently trending up or down. The purpose of this indicator is to call and/or filter with-trend signals.
CONCEPTS
This indicator assists traders in identifying high-probability trend entries. The upper line (blue line on the indicator) is calculated by taking the average range (high-low) of all bullish candles. The lower line (red line on the indicator) is calculated by taking the average range of all bearish candles. When these two lines intersect and cross each other, a buy and sell signal is generated. For example, if the blue line crosses over the red line, this indicates that the average size of all bullish bars are larger than the average size of all bearish bars. This is a good sign that an uptrend might occur. Vice versa for downtrends.
HOW DO I READ THIS INDICATOR
As an entry indicator:
When the blue line crosses over the red line, go long.
When the red line crosses over the blue line, go short.
As a signal filter:
If the blue line is above the red line, only take long trades.
If the red line is above the blue line, only take short trades.
Dynamic Fusion Oscillator (DFO)The Dynamic Fusion Oscillator (DFO) is a uniquely crafted trading indicator that amalgamates the power of the Relative Strength Index (RSI) and the Stochastic Oscillator into a single, comprehensive tool. It provides traders with a more nuanced analysis of market momentum and overbought or oversold conditions. The DFO's distinctiveness lies in its ability to leverage the strengths of both RSI and Stochastic Oscillator, offering a more robust reading of market conditions. Moreover, it does so by offering a weighted approach, which combines the standardized values of both indicators. This flexibility in adjusting the weight of each component enhances its adaptability to different market scenarios, making it a versatile tool in a trader's arsenal. The following sections will delve into the intricacies of the DFO, demonstrating its advantages, usage, and applicability across various market conditions.
Differences from Existing Scripts:
The Dynamic Fusion Oscillator (DFO) is unique from other trading indicators as it combines the strengths of two popular technical analysis tools: the Relative Strength Index (RSI) and the Stochastic Oscillator. This fusion results in a dynamic, weighted oscillator that provides a more comprehensive view of the market's momentum and overbought or oversold conditions.
Usage and Market Conditions:
DFO can be used across different markets, including stocks, forex, commodities, and cryptocurrencies. It is designed to perform well in varying market conditions - trending or ranging. However, like any other technical indicator, it is advised to use it in conjunction with other technical analysis tools and not rely solely on it for making trading decisions.
Importance of Combining RSI and Stochastic Oscillator:
The RSI and Stochastic Oscillator are both momentum indicators, but they have their individual strengths and weaknesses. The RSI excels at identifying overbought and oversold conditions, while the Stochastic Oscillator is adept at predicting price reversals. By combining these two into a single oscillator, we can benefit from the strengths of both while minimizing their weaknesses. This fusion results in a more robust indicator that offers better signal quality and reliability.
Input Explanations:
RSI Length : This determines the number of periods used to calculate the RSI. A smaller value will make the RSI more sensitive to price changes, while a larger value will smooth out the RSI line.
Stochastic Length, Smooth K, Smooth D : These are parameters for calculating the Stochastic Oscillator. Length is the observation period, Smooth K is the smoothing factor for the %K line, and Smooth D is the smoothing factor for the %D line.
RSI Weight, Stochastic Weight : These determine the weights of the RSI and the Stochastic Oscillator in the final calculation. Increasing the weight of one will make the oscillator more sensitive to that component.
Standardization Length : This is the number of periods used to calculate the moving average and standard deviation for standardization purposes.
MA Length : This determines the number of periods used to calculate the moving average of the oscillator.
Upper Band Value, Lower Band Value : These set the maximum and minimum values for the oscillator. Signals are generated when the oscillator crosses these thresholds.
Number of periods above the band for alert condition : This sets the number of periods the oscillator stays above the band to trigger an alert.
Alert Conditions:
Alerts are generated under the following conditions:
Bullish Signal : An alert is generated when the Moving Average (MA) crosses above the Oscillator. This can be seen as a potential bullish signal indicating an upward price trend.
Bearish Signal : An alert is generated when the MA crosses below the Oscillator. This can be seen as a potential bearish signal indicating a downward price trend.
Oscillator above/below upper/lower band : Alerts are also generated when the oscillator has been above the upper band or below the lower band for a specified number of periods. This could signal overbought or oversold conditions, respectively. These signals can help traders identify potential reversal points in the market.
These alerts can help traders by providing timely signals for potential trading opportunities. However, they should be used as part of a comprehensive trading strategy that also takes into account other technical and fundamental factors.
Trend Reversal Probability CalculatorThe "Trend Reversal Probability Calculator" is a TradingView indicator that calculates the probability of a trend reversal based on the crossover of multiple moving averages and the rate of change (ROC) of their slopes. This indicator is designed to help traders identify potential trend reversals by providing signals when the short-term moving averages start to slope in the opposite direction of the long-term moving average.
To use the indicator, simply add it to your TradingView chart and adjust the input parameters according to your preferences. The input parameters include the length of the moving averages, the ROC length (trend sensitivity), and the reversal sensitivity (signal percentage).
The indicator calculates the ROC of the moving averages and determines if the short-term moving averages are sloping in the opposite direction of the long-term moving average. The number of short-term moving averages that meet this condition is then counted, and the probability of a trend reversal is calculated based on the percentage of short-term moving averages that meet this condition.
When the probability of a trend reversal is high, a bullish or bearish signal is generated, depending on the direction of the reversal. The bullish signal is generated when the short-term moving averages start to slope upward, and the bearish signal is generated when the short-term moving averages start to slope downward.
Traders can use the "Trend Reversal Probability Calculator" to identify potential trend reversals and adjust their trading strategies accordingly. It is important to note that this indicator is not a guarantee of a trend reversal and should be used in conjunction with other technical analysis tools to make informed trading decisions.
PinBar Detector [Mr_Zed]Pinbar Detector is a technical analysis tool designed to detect Pinbar patterns in financial markets. Pinbars are reversal patterns that indicate a potential change in trend.
This indicator is based on an existing Pinbar detector in MQ4/5 format, originally developed by "earnforex".
The PineScript version is written to work in TradingView, and can be applied to any chart to identify Pinbar formations. The indicator uses specific criteria to identify Pinbars, such as the length of the wick and the relationship between the wick and the body of the candlestick. By displaying the Pinbars on the chart, traders can make informed decisions about entering or exiting trades based on their analysis of the market's potential trend reversal.
enjoy !
MATHR3E Range Conquest Index█ OVERVIEW
MATHR3E Range Conquest Index (RCI) is an arithmetic oscillator for trend analysis.
█ CONCEPTS
Disclaimer
MATHR3E RCI indicator is intended for advanced traders and may fit your profile, whether you are a day trader or a long-term investor.
It was originally developed by a renowned market analyst and documented in numerous books. Among them is the author Jason Perl.
It is recommended to have read the trading techniques mentioned in the books covering this indicator beforehand.
Introduction
MATHR3E RCI can serve several purposes:
• By helping to confirm price reversals.
• By giving low risk potential entry indication
• By outlining the emergence of a price trend
How to use
MATHR3E RCI is a dual oscillator.
Each oscillator compares the price evolution of a given day with that of two trading days earlier.
They differ in the amount of trading bars taken into account when calculating the RCI.
Oscillator values fluctuate between overbought and oversold levels
The time spent above or below these levels is compared to the Duration Analysis parameter (in bars).
When it is greater than this Duration, an excessive move is underway which usually require the oscillator to return to the neutral zone.
Strengths or weaknesses are then detected when the oscillator returns to its zone of excess by marking a mild reading, i.e. spending less time than the duration analysis parameter.
█ FEATURES & BENEFITS
Versatile
The indicator is designed to work with other indicators by the same author, including the identification of exhaustion points.
This indicator can be applied to any market or time frame.
Price Oscillator Qualifier
Identify low-risk buy or sell opportunities with
• Qualified upside breakouts
• Qualified downside breakouts
Fully Customizable
Multiples settings available to configure
• Oscillator Periods
• Duration Analysis
• Overbought and oversold reading
Alerts
Get notified on:
• Weakness signal
• Strength signal
• POQ signals
Musashi_Fractal_Dimension === Musashi-Fractal-Dimension ===
This tool is part of my research on the fractal nature of the markets and understanding the relation between fractal dimension and chaos theory.
To take full advantage of this indicator, you need to incorporate some principles and concepts:
- Traditional Technical Analysis is linear and Euclidean, which makes very difficult its modeling.
- Linear techniques cannot quantify non-linear behavior
- Is it possible to measure accurately a wave or the surface of a mountain with a simple ruler?
- Fractals quantify what Euclidean Geometry can’t, they measure chaos, as they identify order in apparent randomness.
- Remember: Chaos is order disguised as randomness.
- Chaos is the study of unstable aperiodic behavior in deterministic non-linear dynamic systems
- Order and randomness can coexist, allowing predictability.
- There is a reason why Fractal Dimension was invented, we had no way of measuring fractal-based structures.
- Benoit Mandelbrot used to explain it by asking: How do we measure the coast of Great Britain?
- An easy way of getting the need of a dimension in between is looking at the Koch snowflake.
- Market prices tend to seek natural levels of ranges of balance. These levels can be described as attractors and are determinant.
Fractal Dimension Index ('FDI')
Determines the persistence or anti-persistence of a market.
- A persistent market follows a market trend. An anti-persistent market results in substantial volatility around the trend (with a low r2), and is more vulnerable to price reversals
- An easy way to see this is to think that fractal dimension measures what is in between mainstream dimensions. These are:
- One dimension: a line
- Two dimensions: a square
- Three dimensions: a cube.
--> This will hint you that at certain moment, if the market has a Fractal Dimension of 1.25 (which is low), the market is behaving more “line-like”, while if the market has a high Fractal Dimension, it could be interpreted as “square-like”.
- 'FDI' is trend agnostic, which means that doesn't consider trend. This makes it super useful as gives you clean information about the market without trying to include trend stuff.
Question: If we have a game where you must choose between two options.
1. a horizontal line
2. a vertical line.
Each iteration a Horizontal Line or a Square will appear as continuation of a figure. If it that iteration shows a square and you bet vertical you win, same as if it is horizontal and it is a line.
- Wouldn’t be useful to know that Fractal dimension is 1.8? This will hint square. In the markets you can use 'FD' to filter mean-reversal signals like Bollinger bands, stochastics, Regular RSI divergences, etc.
- Wouldn’t be useful to know that Fractal dimension is 1.2? This will hint Line. In the markets you can use 'FD' to confirm trend following strategies like Moving averages, MACD, Hidden RSI divergences.
Calculation method:
Fractal dimension is obtained from the ‘hurst exponent’.
'FDI' = 2 - 'Hurst Exponent'
Musashi version of the Classic 'OG' Fractal Dimension Index ('FDI')
- By default, you get 3 fast 'FDI's (11,12,13) + 1 Slow 'FDI' (21), their interaction gives useful information.
- Fast 'FDI' cross will give you gray or red dots while Slow 'FDI' cross with the slowest of the fast 'FDI's will give white and orange dots. This are great to early spot trend beginnings or trend ends.
- A baseline (purple) is also provided, this is calculated using a 21 period Bollinger bands with 1.618 'SD', once calculated, you just take midpoint, this is the 'TDI's (Traders Dynamic Index) way. The indicator will print purple dots when Slow 'FDI' and baseline crosses, I see them as Short-Term cycle changes.
- Negative slope 'FDI' means trending asset.
- Positive most of the times hints correction, but if it got overextended it might hint a rocket-shot.
TDI Ranges:
- 'FDI' between 1.0≤ 'FDI' ≤1.4 will confirm trend following continuation signals.
- 'FDI' between 1.6≥ 'FDI' ≥2.0 will confirm reversal signals.
- 'FDI' == 1.5 hints a random unpredictable market.
Fractal Attractors
- As you must know, fractals tend orbit certain spots, this are named Attractors, this happens with any fractal behavior. The market of course also shows them, in form of Support & Resistance, Supply Demand, etc. It’s obvious they are there, but now we understand that they’re not linear, as the market is fractal, so simple trendline might not be the best tool to model this.
- I’ve noticed that when the Musashi version of the 'FDI' indicator start making a cluster of multicolor dots, this end up being an attractor, I tend to draw a rectangle as that area as price tend to come back (I still researching here).
Extra useful stuff
- Momentum / speed: Included by checking RSI Study in the indicator properties. This will add two RSI’s (9 and a 7 periods) plus a baseline calculated same way as explained for 'FDI'. This gives accurate short-term trends. It also includes RSI divergences (regular and hidden), deactivate with a simple check in the RSI section of the properties.
- BBWP (Bollinger Bands with Percentile): Efficient way of visualizing volatility as the percentile of Bollinger bands expansion. This line varies color from Iced blue when low volatility and magma red when high. By default, comes with the High vols deactivated for better view of 'FDI' and RSI while all studies are included. DDWP is trend agnostic, just like 'FDI', which make it very clean at providing information.
- Ultra Slow 'FDI': I noticed that while using BBWP and RSI, the indicator gets overcrowded, so there is the possibility of adding only one 'FDI' + its baseline.
Final Note: I’ve shown you few ways of using this indicator, please backtest before using in real trading. As you know trading is more about risk and trade management than the strategy used. This still a work in progress, I really hope you find value out of it. I use it combination with a tool named “Musashi_Katana” (also found in TradingView).
Best!
Musashi
Wavetrend DivergencesCreated for the MarketCipher Community and friends :)
This indicator is partly based on Wavetrend Oscillator by LazyBear / blue momentum waves on MarketCipher B.
The Wavetrend indicator is a combination of 2 oscillator lines that signals the short term direction of the price once the lines cross. The Wavetrend indicator is useful but only once a divergence has been identified based on the crosses and the price which is what this strategy partly uses to open trades. This indicator signals divergences in the wavetrend, both regular and hidden divergences.
This indicator utilizes support and resistances to make sure that the indicator only signals high probability winning divergences. Supports represents a low level a stock price reaches over time, while resistance represents a high level a stock price reaches over time. Support materializes when a stock price drops to a level that prompts traders to buy. This reactionary buying causes a stock price to stop dropping and start rising and this is where the indicator will be looking for a divergence at a price point of your choosing.
To make it easier i have added a support and resistance drawing indicator that will help you find price points on the chart that the price is likely to get a reaction from. There are right now only 4 support or resistances that can be drawn at one time so make sure to update the levels as the market changes.
I have helped update and modify from the original script. Here it is:
On top of these indicators i have added my own indicator that will signal a short term trend reversal that is based on pivot points and moving averages. This will usually signal reversals earlier than divergences and is very effective when following the trend and using support and resistances and can be used as an extra confirmation that there will be a reaction from the support or resistance and that the divergence will play out like you want it to. These trend reversal dots can also be used to take profit.
Trade setup example:
As seen in the picture below price comes down to a previously drawn support line, then there is a trend reversal dot that signal a potential reversal and finally a divergence is signalled once there is a clear reaction to the support. When all these signals come together there is a high probability that the trade will end up in profit. To take profit in this trade setup you can use the trend reversal dots, the drawn resistances or your own intuition and technical analysis with Marketcipher B and DBSI. A stop loss in this trade setup could be at the swing low, below the blue or teal line.
There are alerts for everything so that you wont miss a trade setup. Hope you like it :)
I have some ideas on how to improve the indicator so there will be updates in the future.
Range Strat - MACD/RSIThis strategy uses a trend based indicator (MACD) for entry/exit signals with a momentum oscillator (RSI) to act as confirmation. Although relying on a trend based indicator this has been created for range bound crypto markets, which have been in a period of chop since June 2022.
Long/Short signals are generated from MACD with the RSI oscillator thresholds suppressing entries at price extremes. This is not a mean reversion RSI strategy! As the indicators are contrary to each other you will need to be generous with the RSI settings in order for signals to trigger.
Strategy is designed for use on the 4h timeframe, it may work well on higher timeframes, but lower time frames will lead to false signals. Use fixed percentage of equity for order size to capture the compounding effect. As a reversal strategy bear in mind that should market trend strongly in either direction stops will be required.
The RSI thresholds can be tailored to provide higher frequency or safer signals. Similarly tweaking MACD settings will provide earlier/more frequent or safer signals. As this is intended to enter near range high / low you should check the visual cues to ensure a ping-pong effect is observed, so that peaks and troughs are captured. Once an observable range is established the strategy works well across a range of crypto markets,
The script is open source, so feel free to amend as you wish. Using a different momentum oscillator may provide better results. I have prior coding experience, but first time using PineScript was last night, so it's not very tidy. I will update this with some additional customisation and TP/SL in the near future.
Usage: Range bound markets
Markets: Cryptocurrency Alts/BTC/ETH
Timeframe: 4h
K's Reversal Indicator IK's reversal indicator I is a special combination between Bollinger bands and the MACD oscillator. It is a contrarian indicator that depends on the following conditions:
• A buy signal is generated whenever the current market price is below the 100-period lower Bollinger band while simultaneously, the MACD value must be above its signal line. At the same time, the previous MACD value must be below its previous signal line.
• A sell (short) signal is generated whenever the current market price is above the 100-period upper Bollinger band while simultaneously, the MACD value must be below its signal line. At the same time, the previous MACD value must be above its previous signal line.
The way to use K's reversal indicator is to combine it with your already long/short bias in a sideways/range market in order to maximize the probability of success.
Limitations of the indicator include the following:
• There are no clear exit rules that work well on average across the markets. Even though K’s reversal indicator gives contrarian signals, it does not show when to exit the positions.
• As with other indicators, it underperforms on some markets and is not to be used everywhere.
• False signals tend to occur during trending markets but there is no proven way to detect a false signal.
[UPRIGHT Trading] Awesome STC+Hello Traders,
I hope you all are doing well.
Today I'm releasing another one of my favorites: the Schaff Trend Cycle (STC). In 2008, Doug Schaff publically released the STC as an improvement on cycle oscillators and the MACD, hence its common nickname, "The better MACD."
This oscillator is essentially a fusion of the benefits of trend and cycle indicators; the idea is to minimize their drawbacks, such as lags or false signals. The STC is mainly used to determine or confirm price direction and market reversals.
We calculate the STC as a double smoothed stochastic of the MACD, which outputs an oscillator that moves between 0 and 100.
How is it typically used?
In trending markets, we can expect the oscillator to move up if the market is in the accelerating uptrend and an accelerating downtrend are to push the oscillator down.
In sideways markets, the STC shows oversold when it reverses after falling below 25; overbought when the STC turns down from above 75.
How the Awesome STC+ is different:
This STC uses several complex equations and filters to improve accuracy and reduce lag.
My original STC wave.
Multiple extremely accurate Buy/Sell signals not found on a traditional STC indicator.
Ability to use 4 different background highlights and several buy/sell and confirmation signals.
Fully customizable (as always), ability to turn on or off any signals, change any of the colors to suit your needs.
Pre-filled Alerts.
Reversals and Continuations.
Chart should look like this:
Please see the "Author's Instructions" for access.
Cheers,
Mike
(UPRIGHT Trading)
[Rygel] Trend Reversal IndicatorThis indicator is a trend reversal detector. It provides a bullish or bearish signal derived from the analysis of 22 indicators.
It analyzes and aggregates the divergences and the overbought and oversold conditions to determine a signal strength going from -100 to 100.
You can choose the appearance of the signals, how sensitive you want the signals to be and the indicators you want to use.
You can also display divergences, and show signal, divergence, overbought and oversold strength as a background color.
This indicators also provides several alerts.
You can find more information about the divergence algorithm I'm using on this page .
Please note this indicator will not give you buy nor sell signals. A bullish signal will not always be followed by a bearish one and vice-versa. You may get the same type of signals for a long time ; expect to see far more bearish signals in a bullish market and far more bullish signals in a bearish market.
You should never make a buy or sell decision based solely on this indicator, even when the signal is very strong.
This indicator is made to help you to confirm your market analysis and to warn you of possible incoming trend reversals so you can anticipate them and adapt your trading strategy accordingly. It may also help you to optimize your DCA times of purchase.
Please note a signal becomes final only after the bar after it is closed, as a divergence pivot may still be invalidated by then. When the signal bar is closed, the signal is considered as confirmed but may still disappears if it is invalidated by the next bar. When the second bar is closed, the signal is made final and stays definitely on the chart.
This indicator currently supports the following indicators as sources:
AO (Awesome Oscillator)
BBP (Bear Bull Power)
CCI (Commodity Channel Index)
CMF (Chaikin Money Flow)
CO (Chaikin Oscillator)
EOM (Ease of Movement)
MACD (Moving Average Convergence Divergence)
MACD histogram
MFI (Money Flow Index)
MOM (Momentum)
OBV (On-Balance Volume)
OBV oscillator
RSI (Relative Strength Index)
RVGI (Relative Vigor Index)
RVI (Relative Volatility Index)
Stochastic
Stochastic RSI
TSI (True Strength Index)
UO (Ultimate Oscillator)
VWMACD (Volume-Weighted MACD)
VWMACD histogram
WT (Wave Trend)
You can disable any of them in the settings. You only need one indicator source enabled for the Trend Reversal Indicator to work.
If you disable some indicators, you may need to lower the sensitivity or even use a custom one as the signals strength will probably be higher as it will be easier to match most of the indicators.
As this indicator makes a lot of computation, it takes a few seconds to load. If it's an issue for you, you may improve its performance by disabling some indicator sources.
HOW IS THE SIGNAL CALCULATED
The algorithm analyzes the last three bars (the current one and the two previous bars) and for each enabled indicator source:
Add one point for a positive divergence ;
Add one point for an oversold condition (when the indicator supports it) ;
Add one point for a strongly oversold condition (cumulated with the oversold point) ;
Remove one point for a negative divergence ;
Remove one point for an overbought condition ;
Remove one point for a strongly overbought condition (cumulated with the overbought point).
It then normalizes the signal from -100 to 100, where -100 is the minimum theoretical score and 100 is the maximum theoretical one.
The algorithm detects up to 100 bars long divergences.
SETTINGS
SIGNAL SENSITIVITY
You can set the indicator sensitivity to one of five levels.
Very low (60):
Low (55):
Medium (50): (this is the default value)
High (45):
Very high (40):
You can also set a custom sensitivity by choosing "Custom" and filling the "Custom sensitivity" field.
SIGNAL APPARENCE
Show signal strength: replace the "Bear" and "Bull" label with the signal strength.
Show indicator names: add the indicator names to the label to know exactly what got detected.
OB is for "overbought", OS is for "oversold", OB+ is for "strongly overbought" and OS+ for "strongly oversold".
DIVERGENCES
Show divergences: add all the detected divergences to the graph. The more divergences are in the same zone, the brighter the colors are. Please note TradingView limits to 500 the number of lines you can display at anytime, so divergences will only be shown for the most recent bars.
BACKGROUNDS
You can show signal, divergence, overbought and oversold strength as a background color.
Show signal background:
Show divergence background:
The more divergences are detected in the same bar, the brighter the color is.
Please note the divergence background only shows confirmed divergences. It requires two bars for a divergence to be confirmed.
Show overbought and oversold background:
The more overbought and oversold conditions are detected in the same bar, the brighter the color is.
You can also combined all of the backgrounds for even more eye pain.
ALERTS
This indicator offers multiple alerts.
New trend reversal signal: a new trend reversal signal has been detected. Bar is not yet closed, signal may still be invalidated and disappear. It's the earliest alert you can get but you'll also get many false positives.
New bearish trend reversal signal: identical, but with bearish signals only.
New bullish trend reversal signal: identical, but with bullish signals only.
Confirmed trend reversal signal: a trend reversal signal has been confirmed. The signal bar is closed but the signal may still be invalidated by the current bar. You'll get far less false positives.
Confirmed bearish trend reversal signal: identical, but with bearish signals only.
Confirmed bullish trend reversal signal: identical, but with bullish signals only.
Final trend reversal signal: a trend reversal signal has been confirmed and is now final. The signal bar and the following one are closed. The signal can't change anymore but it will likely be too late to act on some signals, especially bearish ones. Crashes can be brutal whereas bullish trend reversals usually take more time to unfold.
Final bearish trend reversal signal: identical, but with bearish signals only.
Final bullish trend reversal signal: identical, but with bullish signals only.
I hope you'll enjoy this indicator and I hope it will be as useful to you as it is to me.
Feel free to comment if you experience a bug or if an important feature is missing for you.
If you like this indicator, please note it has been designed to be used it with my R.S.I. with divergences indicator and my M.A.C.D. with divergences indicator .
Elder's Force Index Color BarBased on the Elder's Force Index (EFI) , +/- of the EFI and its ema is used to describe the rise, fall or possible reversal of the market, and finally shown by bar color.
The green bar represents a strong bull and the red bar represents a strong bear;
The blue bar indicates that the downtrend is exhausted and may rise. Likewise the yellow bar.
Of course, it is difficult to buy the bottom and sell the top at any time. This indicator needs to be judged together with the pattern or other indicators that predict reversals in order to increase the win rate.
Happy Trading.
根据Elder's Force Index修改而成，取消了幅图指标，仅用bar color来表现上涨，下跌和转折。
绿色k线代表上涨动能充足，红色k线表示下跌动能充足；
蓝色k线表示下跌力竭，可能会上涨；
黄色k线表示上涨力竭，可能会下跌。
当然，任何时候抄底摸顶都是困难的，该指标需要和形态或者其他预测反转的指标一起判断才能增加成功率。
祝交易愉快。
緑は上昇トレンドで、赤は下落トレンドです；
青は下落が尽きて上昇する可能性があることを示すことで、黄色は上昇が終わり、下落の可能性があることを示しています。
成功率を高めるためには、パターンや反転を予測する他の指標と合わせて判断する必要があります。
Happy Trading。
Chameleon indictor ║Tops and bottoms- This indicator uses a modified type of ADX, that offers a cleaner layout and improved signals. The indicator can be used by traders to identify possible tops, bottoms and changes in trends
- If the purple line moves downward after having been inside of the red line signals that a security possibly can have reached the bottom
- If the purple line moves upward after having been inside of the green line signals that a security possibly can reached the top
- The middle acts as a confirmation of the signal
// I have drawn lines on the chart to give examples of what the signals look like
CuandoCrypto's Swing Trade IndicatorThis indicator combines RSI, MACD, Williams %R and Z-Score to determine if there's a high probability of an imminent trend reversal. This indicator is best used on higher timeframes.
Lag-Less Rainbow RibbonThis is my polychromatic "Lag-Less Rainbow Ribbon" indicator using Pine Script version 4.0. I'm sure you may noticed by now, this indicator is truly an astounding rainbow to witness upon encountering it initially. It's jaw dropping beauty is the first of it's kind on TV, but will continue to shine here, or on your chart, so long as TV exists. This one isn't disappearing into non-existence any time soon.
It's extremely easy to use having only one input() to control the entire ribbon and it's lag. I couldn't make it any simpler to use, and that's one unique yet powerful feature of this elegant indicator. Another unique characteristic of deploying this in rainbow fashion is it provides very clear indications of when and where a significant reversal has occurred. Afterwards, trend direction following a large reversal is quickly established.
This script uses all 64 of the available plottable series TV will allow currently, so adding features to it may be impossible in the future. Yet the cloud handles it with ease and speed I have never encountered in a ribbon indicator before. The Pine Script in this indicator is highly optimized, coming in at a light weight 120+ lines of code, probably contributing to it's efficiency.
Lastly, with this flagship indicator, I included a multi-color "neon source" line to view close, hl2, etc... Any one of the two indicators may actually be enabled/disabled independently.
In the demonstration chart, you will witness the other color schemes available. I provided multiple color schemes for those of you who may have color blindness vision impairments. You may contact me in private, if these color schemes are not suitable for your diagnosed visual impairment, and you wish to contribute to seeing the color schemes improved along with other future indicators I shall release.
I.P.O.C.S.: "Initial Public Offering Clean Start" proprietary technology. Firstly, many of my other indicators already possess this capability. It allows suitable plotting from day one, minute one of IPO, remedying visually delayed signal analysis. It's basically accurate plotting from the very first bar (bar_index==0) on Tradingview. If you don't know what this is, most people don't, go back to the VERY beginning of any stock on the "All" chart and compare it to other similar indicators. What's so special about this? It is extremely difficult to get a healthy plot from bar_index==0 on any platform. However, I have become exceedingly talented performing this feat in most cases, but not all depending on the algorithm. This indicator is a successful accomplishment implementing IPOCS. It's inherent value is predominantly for IPO traders who in the past have had to wait 20, 50, and 150 bars before they obtain a precise indicator measurement for the simplest of algorithms in order to make a properly informed decision to potentially invest in an asset. How is this achieved? It's a highly protected secret of mine... but I will say I rarely use Pine built-in functions at all. When I do, I use them scarcely due to currently existing Pine language limitations.
Features List Includes:
I.P.O.C.S.(Initial Public Offering Clean Start) Technology
Enable/disable dark background for enhanced visibility
One "Lag Factor" adjustment to adjust them all
Color schemes
"Transparency" control
Independent "Source" options
This is not a freely available indicator, FYI. To witness my Pine poetry in action, properly negotiated requests for unlimited access, per indicator, may ONLY be obtained by direct contact with me using TV's "Private Chats" or by "Message" hidden in my member name above. The comments section below is solely just for commenting and other remarks, ideas, compliments, etc... regarding only this indicator, not others. When available time provides itself, I will consider your inquiries, thoughts, and concepts presented below in the comments section if you do have any questions or comments regarding this indicator. When my indicators achieve more prevalent use by TV members, I will implement more ideas when they present themselves as worthy additions. As always, "Like" it if you simply just like it with a proper thumbs up, and also return to my scripts list occasionally for additional postings. Have a profitable future everyone!
TBCRI - Trend Bar Color Reversal IndicatorAn idea I had today morning so I had to write. It seems to detect trends well. It has three phases like a semaphor, painting the chart bars of green, yellow or red.
=== Bar Color Meaning ===
Green: uptrend
Yellow: don't care
Red: downtrend
I think it can be useful!
Thanks!
VJ_Holy_Trendline_IndicatorCan be used on any timeframe.
Gives you an idea of the overall trend.
Idea courtesy -> @shane73
Red indicates - Downtrend
Green indicates - Uptrend
Hyper SushiRSIThis is a very frequent trading version of the Fletcher SushiRSI, targeted at BTC/USDT on the 45m timeframe using Heikin Ashi candle sticks.
ALL in One - MA'sSimple indicator with 3 SMA's and 2 EMA's.
Very useful if you like using several indicators but don't have a subscription!
Red, Yellow, Red -> SMA's
Purple, Blue -> EMA's
Feel free to customize the colors/widths!
CMYK VRMI RAYS ◊ Introduction
Introducing VRMI in this script, an RMI based on price movement and volume, to indicate bullish and bearish trends.
This script marks the background depending on RMI <> VRMI , VRMI polarity and large buy/sell sprees.
◊ Origin
Based on 'The Relative Momentum Index' by Roger Altman : February, 1993 issue of Technical Analysis of Stocks & Commodities magazine.
While RSI counts up and down days from close to close, the Relative Momentum Index counts up and down days from the close relative to a close x number of days ago.
This results in an RSI that is smoother.
In addition VRMI reacts quick, it is used to cut off latency from RMI, and it's polarity indicates the beginning and end of a trend.
Large buy sell sprees and detected in their proportion with an sma on the volume
◊ Adjustments
CMYK color theme applied.
◊ Usage
This indicator can be used to detect trends and mark reversals.
◊ Prospects
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