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E9 MACD The E9 MACD (Moving Average Convergence Divergence) indicator is a powerful tool used in technical analysis to help traders identify potential buy and sell signals based on price action. It is designed to provide clear visual cues and alerts for trading decisions. Here’s how it applies to price action and its key functionalities: Key Features and Functionality MACD Line and Signal Line: MACD Line: Represents the difference between a fast and a slow moving average of the price. It helps in identifying the momentum of the price movement. Signal Line: A smoothed average of the MACD Line, used to generate trading signals when the MACD Line crosses above or below it. Histogram: The histogram shows the difference between the MACD Line and the Signal Line. It visually represents the strength of the trend, with positive values indicating bullish momentum and negative values indicating bearish momentum. Trend Coloring: Uptrend: When the MACD Line is above the Signal Line, the bars can be colored green to indicate a potential buying opportunity. Downtrend: When the MACD Line is below the Signal Line, the bars can be colored red to signal a potential selling opportunity. Timeframe Flexibility: The E9 MACD can be adjusted to different timeframes, allowing traders to analyze short-term or long-term trends based on their trading strategy. This flexibility helps in tailoring the indicator’s analysis to different market conditions. Visual Alerts and Highlights: The indicator includes options to highlight price bars and background colors when significant crossovers occur, making it easier to spot key trading signals. Circles can be plotted on the MACD Line to indicate cross events, enhancing visual clarity. Customizable Appearance: Traders can customize the appearance of the MACD Line, Signal Line, and Histogram, including color and line width, to suit their personal preferences and improve readability. Alerts for Trading Signals: The E9 MACD can generate alerts for crossovers of the MACD Line and Signal Line, helping traders stay informed of potential trading opportunities even when they are not actively monitoring the charts. Application in Trading The E9 MACD is particularly useful for: Identifying potential entry and exit points based on the crossing of the MACD Line and Signal Line. Gauging the strength of the current trend through the histogram. Adjusting to different timeframes to align the indicator with various trading strategies, from day trading to long-term investing. By providing clear visual indicators and alerts, the E9 MACD helps traders make more informed decisions and better understand the momentum and direction of price movements.
Pine Script® 인디케이터
E9XBT의
Chervolinos Ultrafast RMTA MACDDescription of a classic MACD: MACD, short for moving average convergence/divergence, is a trading indicator used in technical analysis of stock prices, created by Gerald Appel in the late 1970s. It is designed to reveal changes in the strength, direction, momentum, and duration of a trend in a stock's price. The MACD indicator (or "oscillator") is a collection of three time series calculated from historical price data, most often the closing price. These three series are: the MACD series proper, the "signal" or "average" series, and the "divergence" series which is the difference between the two. The MACD series is the difference between a "fast" (short period) exponential moving average (EMA), and a "slow" (longer period) EMA of the price series. The average series is an EMA of the MACD series itself. The MACD indicator thus depends on three time parameters, namely the time constants of the three EMAs. The notation "MACD" usually denotes the indicator where the MACD series is the difference of EMAs with characteristic times a and b, and the average series is an EMA of the MACD series with characteristic time c. These parameters are usually measured in days. The most commonly used values are 12, 26, and 9 days, that is, MACD. As true with most of the technical indicators, MACD also finds its period settings from the old days when technical analysis used to be mainly based on the daily charts. The reason was the lack of the modern trading platforms which show the changing prices every moment. As the working week used to be 6-days, the period settings of represent 2 weeks, 1 month and one and a half week. Now when the trading weeks have only 5 days, possibilities of changing the period settings cannot be overruled. However, it is always better to stick to the period settings which are used by the majority of traders as the buying and selling decisions based on the standard settings further push the prices in that direction. Description of the new Ultrafast RMTA MACD: Ultrafast RMTA MACD, short for moving average convergence/divergence, is a trading indicator used in technical analysis of stock prices, created by Chervolino. It is designed to reveal changes in the strength, direction, momentum, and duration of a trend in a stock's price. The RMTA MACD indicator (or "oscillator") is a collection of three time series calculated from historical price data, from the closing price. The RMTA MACD based on the THE RECURSIVE MOVING TRENDLINE SYSTEM technical.traders.com and is series is the difference between a "fast" (short period) Recursive Moving Trend Average, and a "slow" (longer period) Recursive Moving Trend Average of the price series. The average series is an EMA of the MACD series itself. The result is a non laging indicator, depends on the settings. special thanks to everget LonesomeTheBlue
Pine Script® 인디케이터
chervolino의
[blackcat] L1 Improved MACD IndicatorLevel: 1 Background The MACD is a superior derivative of moving average crossovers and was developed by Gerald Appel in 1979 as a market timing tool. MACD uses two exponential moving averages with different bar periods, which are then subtracted to form what Mr. Appel calls the Fast Line. A 9-period moving average of the fast line creates the slow line. Function L1 Improved MACD Indicator mainly improves MACD histogram by customized an algorithm and add three levels of long entry alerts derived from ema(). Key Signal buy1 --> the 1st level of buy alert in green buy2 --> the 2nd level of buy alert in lime buy3 --> the 3rd level of buy alert in yellow diff --> classic MACD diff fast line in white dea --> classic MACD dea slow line in yellow macd --> classic difference histogram,but I did not use it directly in the plot. Pros and Cons Pros: 1. more clear sub level trend change with new histograms 2. three levels of buy alerts Cons: 1. need sophisticated knowledge of MACD to use this well 2. this still requires a lot of MACD experience to obtain reliable trading signals Remarks I am a fan of MACD. Even the most classic MACD can have in-depth usage. I think MACD is the king of indicators. Readme In real life, I am a prolific inventor. I have successfully applied for more than 60 international and regional patents in the past 12 years. But in the past two years or so, I have tried to transfer my creativity to the development of trading strategies. Tradingview is the ideal platform for me. I am selecting and contributing some of the hundreds of scripts to publish in Tradingview community. Welcome everyone to interact with me to discuss these interesting pine scripts. The scripts posted are categorized into 5 levels according to my efforts or manhours put into these works. Level 1 : interesting script snippets or distinctive improvement from classic indicators or strategy. Level 1 scripts can usually appear in more complex indicators as a function module or element. Level 2 : composite indicator/strategy. By selecting or combining several independent or dependent functions or sub indicators in proper way, the composite script exhibits a resonance phenomenon which can filter out noise or fake trading signal to enhance trading confidence level. Level 3 : comprehensive indicator/strategy. They are simple trading systems based on my strategies. They are commonly containing several or all of entry signal, close signal, stop loss, take profit, re-entry, risk management, and position sizing techniques. Even some interesting fundamental and mass psychological aspects are incorporated. Level 4 : script snippets or functions that do not disclose source code. Interesting element that can reveal market laws and work as raw material for indicators and strategies. If you find Level 1~2 scripts are helpful, Level 4 is a private version that took me far more efforts to develop. Level 5 : indicator/strategy that do not disclose source code. private version of Level 3 script with my accumulated script processing skills or a large number of custom functions. I had a private function library built in past two years. Level 5 scripts use many of them to achieve private trading strategy.
Pine Script® 인디케이터
blackcat1402의
2
MestreDoFOMO MACD VisualMasterDoFOMO MACD Visual Description MasterDoFOMO MACD Visual is a custom indicator that combines a unique approach to MACD with stochastic logic and simulated Renko-based direction signals. It is designed to help traders identify entry and exit opportunities based on market momentum and trend changes, with a clear and intuitive visualization. How It Works Stylized MACD with Stochastic: The indicator calculates the MACD using EMAs (exponential moving averages) normalized by stochastic logic. This is done by subtracting the lowest price (lowest low) from a defined period and dividing by the range between the highest and lowest price (highest high - lowest low). The result is a MACD that is more sensitive to market conditions, magnified by a factor of 10 for better visualization. Signal Line: An EMA of the MACD is plotted as a signal line, allowing you to identify crossovers that indicate potential trend reversals or continuations. Histogram: The difference between the MACD and the signal line is displayed as a histogram, with distinct colors (fuchsia for positive, purple for negative) to make momentum easier to read. Simulated Renko Direction: Uses ATR (Average True Range) to calculate the size of Renko "bricks", generating signals of change in direction (bullish or bearish). These signals are displayed as arrows on the chart, helping to identify trend reversals. Purpose The indicator combines the sensitivity of the Stochastic MACD with the robustness of Renko signals to provide a versatile tool. It is ideal for traders looking to capture momentum-based market movements (using the MACD and histogram) while confirming trend changes with Renko signals. This combination reduces false signals and improves accuracy in volatile markets. Settings Stochastic Period (45): Sets the period for calculating the Stochastic range (highest high - lowest low). Fast EMA Period (12): Period of the fast EMA used in the MACD. Slow EMA Period (26): Period of the slow EMA used in the MACD. Signal Line Period (9): Period of the EMA of the signal line. Overbought/Oversold Levels (1.0/-1.0): Thresholds for identifying extreme conditions in the MACD. ATR Period (14): Period for calculating the Renko brick size. ATR Multiplier (1.0): Adjusts the Renko brick size. Show Histogram: Enables/disables the histogram. Show Renko Markers: Enables/disables the Renko direction arrows. How to Use MACD Crossovers: A MACD crossover above the signal line indicates potential bullishness, while below suggests bearishness. Histogram: Fuchsia bars indicate bullish momentum; purple bars indicate bearish momentum. Renko Arrows: Green arrows (upward triangle) signal a change to an uptrend; red arrows (downward triangle) signal a downtrend. Overbought/Oversold Levels: Use the levels to identify potential reversals when the MACD reaches extreme values. Notes The chart should be set up with this indicator in isolation for better clarity. Adjust the periods and ATR multiplier according to the asset and timeframe used. Use the built-in alerts ("Renko Up Signal" and "Renko Down Signal") to set up notifications of direction changes. This indicator is ideal for day traders and swing traders who want a visually clear and functional tool for trading based on momentum and trends.
Pine Script® 인디케이터
MestreDoFOMO의
Jurik MacD & Leader NCMhey everyone, While there are some Invite-Only Jurik MacDs, there are no free/open ones, so I thought I'd create one and publish it. It has most of the bells and whistles you'd want (I hope!). You can see one with the bells and whistles all turned on in the first, and a 'quieter' one in the second. //-----------------////-----------------////-----------------// Why Jurik? The Jurik MA is a quicker and smoother Exponential MA, and the best of all MAs, according to Jurik Research (lol). To be fair. I have found it to be excellent, and that is why I'm publishing this. Power can be changed, recommended from 1-4: increasing it pulls it closer to the current price (almost like reducing the period), and decreasing: vice versa. Phase increases the inertia of the line, how quickly it will respect price changes. It is usual to have less inertia on the fast JMA, and more on the slower (but remember the MACD line is the FastJMA minus the SlowJMA, so you may find adjusting power and phase on Signal line more effective). Search online for JurikRes (or Jurik Research) for more detailed information about the Jurik. In the coding I have included a list of four different ways to set up the JMAs: however, you should probably tune this to your preferred asset (as with almost all indicators). If you find a good setup, please let me know! You could trade with a MacD a number of ways. Entries could be: - MacD crossing the zero line - MacD crossing over the Signal line - Histogram crossing above zero line. Vice versa for exits. If this isn't enough, please google 'trading with a MacD'. No indicator is perfect for trading, and that includes this one! Don't trade unless you know what you're doing. //-----------------////-----------------////-----------------// Please let me know if I can improve this script, or you have any other feedback. I can post code for colour palette as well if that is something anyone is keen on. //-----------------////-----------------////-----------------// Thanks to the many excellent coders that publish freely their code. I have learned so much from this community, and this code is based on the work of others (Chris Moody and everget). Shout out to StevieMagg as well, who has helped me develop (and didn't want to charge me!). The Pine Script Community on Discord has been brilliant - lots of knowledge, ideas, support - thanks guys. If you are new and interested in pine coding, I suggest you check out some of the masters (in no order): ChrisMoody Everget RedKTrader LonesomeDove LazyBear KivancOzbilgic and more that I am missing. It is not necessarily the popular scripts that are the best. //-----------------////-----------------////-----------------// Kind regards, Nelson
Pine Script® 인디케이터
NelsonM1984의
14
Multi-Timeframe MACD Strategy ver 1.0Multi-Timeframe MACD Strategy: Enhanced Trend Trading with Customizable Entry and Trailing Stop This strategy utilizes the Moving Average Convergence Divergence (MACD) indicator across multiple timeframes to identify strong trends, generate precise entry and exit signals, and manage risk with an optional trailing stop loss. By combining the insights of both the current chart's timeframe and a user-defined higher timeframe, this strategy aims to improve trade accuracy, reduce exposure to false signals, and capture larger market moves. Key Features: Dual Timeframe Analysis: Calculates and analyzes the MACD on both the current chart's timeframe and a user-selected higher timeframe (e.g., Daily MACD on a 1-hour chart). This provides a broader market context, helping to confirm trends and filter out short-term noise. Configurable MACD: Fine-tune the MACD calculation with adjustable Fast Length, Slow Length, and Signal Length parameters. Optimize the indicator's sensitivity to match your trading style and the volatility of the asset. Flexible Entry Options: Choose between three distinct entry types: Crossover: Enters trades when the MACD line crosses above (long) or below (short) the Signal line. Zero Cross: Enters trades when the MACD line crosses above (long) or below (short) the zero line. Both: Combines both Crossover and Zero Cross signals, providing more potential entry opportunities. Independent Timeframe Control: Display and trade based on the current timeframe MACD, the higher timeframe MACD, or both. This allows you to focus on the information most relevant to your analysis. Optional Trailing Stop Loss: Implements a configurable trailing stop loss to protect profits and limit potential losses. The trailing stop is adjusted dynamically as the price moves in your favor, based on a user-defined percentage. No Repainting: Employs lookahead=barmerge.lookahead_off in the request.security() function to prevent data leakage and ensure accurate backtesting and real-time signals. Clear Visual Signals (Optional): Includes optional plotting of the MACD and Signal lines for both timeframes, with distinct colors for easy visual identification. These plots are for visual confirmation and are not required for the strategy's logic. Suitable for Various Trading Styles: Adaptable to swing trading, day trading, and trend-following strategies across diverse markets (stocks, forex, cryptocurrencies, etc.). Fully Customizable: All parameters are adjustable, including timeframes, MACD Settings, Entry signal type and trailing stop settings. How it Works: MACD Calculation: The strategy calculates the MACD (using the standard formula) for both the current chart's timeframe and the specified higher timeframe. Trend Identification: The relationship between the MACD line, Signal line, and zero line is used to determine the current trend for each timeframe. Entry Signals: Buy/sell signals are generated based on the selected "Entry Type": Crossover: A long signal is generated when the MACD line crosses above the Signal line, and both timeframes are in agreement (if both are enabled). A short signal is generated when the MACD line crosses below the Signal line, and both timeframes are in agreement. Zero Cross: A long signal is generated when the MACD line crosses above the zero line, and both timeframes agree. A short signal is generated when the MACD line crosses below the zero line and both timeframes agree. Both: Combines Crossover and Zero Cross signals. Trailing Stop Loss (Optional): If enabled, a trailing stop loss is set at a specified percentage below (for long positions) or above (for short positions) the entry price. The stop-loss is automatically adjusted as the price moves favorably. Exit Signals: Without Trailing Stop: Positions are closed when the MACD signals reverse according to the selected "Entry Type" (e.g., a long position is closed when the MACD line crosses below the Signal line if using "Crossover" entries). With Trailing Stop: Positions are closed if the price hits the trailing stop loss. Backtesting and Optimization: The strategy automatically backtests on the chart's historical data, allowing you to assess its performance and optimize parameters for different assets and timeframes. Example Use Cases: Confirming Trend Strength: A trader on a 1-hour chart sees a bullish MACD crossover on the current timeframe. They check the MTF MACD strategy and see that the Daily MACD is also bullish, confirming the strength of the uptrend. Filtering Noise: A trader using a 15-minute chart wants to avoid false signals from short-term volatility. They use the strategy with a 4-hour higher timeframe to filter out noise and only trade in the direction of the dominant trend. Dynamic Risk Management: A trader enters a long position and enables the trailing stop loss. As the price rises, the trailing stop is automatically adjusted upwards, protecting profits. The trade is exited either when the MACD reverses or when the price hits the trailing stop. Disclaimer: The MACD is a lagging indicator and can produce false signals, especially in ranging markets. This strategy is for educational and informational purposes only and should not be considered financial advice. Backtest and optimize the strategy thoroughly, combine it with other technical analysis tools, and always implement sound risk management practices before using it with real capital. Past performance is not indicative of future results. Conduct your own due diligence and consider your risk tolerance before making any trading decisions.
Pine Script™ 전략
fenyesk의
TechniTrend: Volatility and MACD Trend Highlighter🟦 Overview The "Candle Volatility with Trend Prediction" indicator is a powerful tool designed to identify market volatility based on candle movement relative to average volume while also incorporating trend predictions using the MACD. This indicator is ideal for traders who want to detect volatile market conditions and anticipate potential price movements, leveraging both price changes and volume dynamics. It not only highlights candles with significant price movements but also integrates a trend analysis based on the MACD (Moving Average Convergence Divergence), allowing traders to gauge whether the market momentum aligns with or diverges from the detected volatility. 🟦 Key Features 🔸Volatility Detection: Identifies candles that exceed normal price fluctuations based on average volume and recent price volatility. 🔸Trend Prediction: Uses the MACD indicator to overlay trend analysis, signaling potential market direction shifts. 🔸Volume-Based Analysis: Integrates customizable moving averages (SMA, EMA, WMA, etc.) of volume, providing a clear visualization of volume trends. 🔸Alert System: Automatically notifies traders of high-volatility situations, aiding in timely decision-making. 🔸Customizability: Includes multiple settings to tailor the indicator to different market conditions and timeframes. 🟦 How It Works The indicator operates by evaluating the price volatility in relation to average volume and identifying when a candle's volatility surpasses a threshold defined by the user. The key calculations include: 🔸Average Volume Calculation: The user selects the type of moving average (SMA, EMA, etc.) to calculate the average volume over a set period. 🔸Volatility Measurement: The indicator measures the body change (difference between open and close) and the high-low range of each candle. It then calculates recent price volatility using a standard deviation over a user-defined length. 🔸Weighted Index: A unique index is created by dividing price change by average volume and recent volatility. 🔸Highlighting Volatility: If the weighted index exceeds a customizable threshold, the candle is highlighted, indicating potential trading opportunities. 🔸Trend Analysis with MACD: The MACD line and signal line are plotted and adjusted with a user-defined multiplier to visualize trends alongside the volatility signals. 🟦 Recommended Settings 🔸Volume MA Length: A default of 14 periods for the average volume calculation is recommended. Adjust to higher periods for long-term trends and shorter periods for quick trades. 🔸Volatility Threshold Multiplier: Set at 1.2 by default to capture moderately significant movements. Increase for fewer but stronger signals or decrease for more frequent signals. 🔸MACD Settings: Default MACD parameters (12, 26, 9) are suggested. Tweak based on your trading strategy and asset volatility. 🔸MACD Multiplier: Adjust based on how the MACD should visually compare to the average volume. A multiplier of 1 works well for most cases. 🟦 How to Use 🔸Volatile Market Detection: Look for highlighted candles that suggest a deviation from typical price behavior. These candles often signify an entry point for short-term trades. 🔸Trend Confirmation: Use the MACD trend analysis to verify if the highlighted volatile candles align with a bullish or bearish trend. For example, a bullish MACD crossover combined with a highlighted candle suggests a potential uptrend, while a bearish crossover with volatility signals may indicate a downtrend. 🔸Volume-Driven Strategy: Observe how volume changes impact candle volatility. When volume rises significantly and candles are highlighted, it can suggest strong market moves influenced by big players. 🟦 Best Use Cases 🔸Trend Reversals: Detect potential trend reversals early by spotting divergences between price and MACD within volatile conditions. 🔸Breakout Strategies: Use the indicator to confirm price breakouts with significant volume changes. 🔸Scalping or Day Trading: Customize the indicator for shorter timeframes to capture rapid market movements based on volatility spikes. 🔸Swing Trading: Combine volatility and trend insights to optimize entry and exit points over longer periods. 🟦 Customization Options 🔸Volume-Based Inputs: Choose from SMA, EMA, WMA, and more to define how average volume is calculated. 🔸Threshold Adjustments: Modify the volatility threshold multiplier to increase or decrease sensitivity based on your trading style. 🔸MACD Tuning: Adjust MACD settings and the multiplier for trend visualization tailored to different asset classes and market conditions. 🟦 Indicator Alerts 🔸High Volatility Alerts: Automatically triggered when candles exceed user-defined volatility levels. 🔸Bullish/Bearish Trend Alerts: Alerts are activated when highlighted volatile candles align with bullish or bearish MACD crossovers, making it easier to spot opportunities without constantly monitoring the chart. 🟦 Examples of Use To better understand how this indicator works, consider the following scenarios: 🔸Example 1: In a strong uptrend, observe how volume surges and volatility highlight candles right before price consolidations, indicating optimal exit points. 🔸Example 2: During a downtrend, see how the MACD aligns with volume-driven volatility, signaling potential short-selling opportunities.
Pine Script® 인디케이터
itsKraken의
Divergence Signal [TradingFinder] RSI & MACD Reversal On Swing🔵 Introduction Sometimes in analyzing price charts using indicators, you may observe a discrepancy. For instance, while the price of stocks, currencies, or commodities is increasing, the indicator shows a decrease. Such a phenomenon in technical analysis is termed "divergence." Divergences are categorized into three types based on their formation and the prediction they make about the continuation of the price trend: "Regular Divergence," "Hidden Divergence," and "Time Divergence." 🟣 Important : • This indicator exclusively identifies regular divergences since its primary function is to detect reversal points. • This indicator identifies divergences using three indicators: "Moving Average Convergence Divergence" (MACD), "Relative Strength Index" (RSI), and "Awesome Oscillator" (AO). The user can choose each of these indicators in the settings using the "Divergence Detection Method" dropdown menu for identifying divergences. These settings are by default set to the MACD mode. 🔵Types of Divergence Divergences, as mentioned, offer different predictions about the continuation of price trends. Hence, they have various types. We will focus on explaining regular divergences based on this indicator. 🟣 Regular Divergence(RD) : Regular divergence is a situation arising from contradictory behavior between the indicator and the price chart at the end of a trend. By identifying regular divergences, we anticipate a change in trend direction resembling a reversal pattern. Regular divergence has two types based on the trend and prediction: Negative Regular Divergence (RD-) : This type occurs between two price peaks at the end of an uptrend. Despite forming a new high, the indicator fails to recognize it, indicating a negative regular divergence. The likelihood of a subsequent downtrend is high. Negative divergence suggests strong selling pressure and weak buying power, portraying an unfavorable future for the stock. Positive Regular Divergence (RD+) : In contrast, positive regular divergence happens at the end of a downtrend and between two price troughs. As depicted in the chart, although the price forms a new low, the indicator doesn't acknowledge it. Positive regular divergence indicates robust buying pressure and weak selling power. Upon identifying positive divergence in the chart, we expect a price increase for the stock under review 🔵 How to Use Information from the indicator is displayed in two ways: Table and Label. 🟣 Table : The table displays information about the latest divergence. This includes the type of divergence, existence or absence of divergence, consecutive divergences, divergence quality, and change in indicator phase. Type Divergence : Indicates the type of divergence, which can be either "Bullish Divergence" or "Bearish Divergence." Exist : Indicates the presence of divergence with a "+" sign and absence with a "-" sign. A green color is used for bullish divergence and red for bearish divergence. Consecutive : Shows the number of consecutive divergences. For example, if there are 3 consecutive divergences, the number 3 is displayed. Divergence Quality : Displays the quality of the divergence based on the number of consecutive divergences. If there is 1 divergence, the quality is "Normal"; for 2 divergences, it's "Good"; and for 3 or more divergences, it's "Strong." Change Phase Indicator : Indicates whether a phase change in the indicator has occurred with "+" for yes and "-" for no. 🟣 Label : Unlike the table, which only shows information about the latest divergence, labels display information about each divergence at the point where it occurs. The information includes the type of divergence, detection method, divergence quality, consecutive divergences, and change in phase indicator. The selected method of detection is also displayed. For example, if the chosen method is the "AO" indicator, the label will show "Method: AO." 🔵 Settings Fractal Period : Determines the period of swings. The minimum and default value is 2. Divergence Detect Method : Selects the indicator (MACD, RSI, or AO) used for detecting divergences. The default indicator is MACD. Show Fractal : Chooses whether to display fractals or not. The default is "No." Show Table : Determines whether to display the table or not. The default is "Yes." Show Label : Chooses whether to display labels or not. The default is "Yes." Label Size : Adjusts the size of the labels from "Tiny" to "Large."
Pine Script® 인디케이터
TFlab의
3
MA + MACD alert TrendsThis is a strategy/combination of warning indicators using 6MA+MACD. The strategy details are as follows: This is a simple warning strategy created so that we don't have to monitor the candlestick chart too often. Note: This isn't an entry strategy; it's a signaling strategy for upcoming trends. For maximum efficiency, we should incorporate more formulas into the command. In the case below, I use Fibonacci to enter the command. This strategy setting works for a 15-minute time frame, but it can still work for different time frames. It has been working well with Gold and USOIL for the last two years, as well as with currency pairs like EURUSD and many others. Components: EMA100 + EMA200 + MA400 + MA800 MACD (timeframe greater than 1 timeframe) Fibonacci retreat. Uptrend alert: Candles on both EMAs (100-200) + 2 SMAs (400-800) In the previous 80 candles: EMA100 cross up to EMA200 At the same time, the MACD cross up 0. The uptrend warning will trigger when EMA6 cuts down to MA10. That's when the price creates the top and we'll wait for the market to go back to the Fibonacci threshold of 0.618 and start buying (or wait for markets to break up the trendline to buy). Downtrend alert: Candles are below both EMAs ( 100-200 ) + 2 SMAs ( 400-800 ) In the previous 80 candles: EMA100 cross down to EMA200 At the same time, the MACD cross down zero. The downtrend warning will trigger when EMA6 cuts to MA10. That's when the price creates a bottom and we'll wait for the market to go back to the Fibonacci threshold of 0.618 and start selling (or wait for the market to break down the trendline to sell). Recommended RR: 1:1 If you have any questions please let me know!
Pine Script® 인디케이터
Ducanhdavinci의
RSI + MACD Long-Only StrategyRSI + MACD Long-Only Strategy Overview: Momentum-based, long-only strategy combining RSI and MACD. Entries favor upside momentum; exits trigger on momentum fades or risk targets. Signals are state-gated so you get one exit per entry (no multiple exits without a prior entry). Entry conditions: RSI crosses above the midline (default 50) while MACD is bullish (MACD > Signal, optionally MACD > 0), OR MACD crosses above its Signal while RSI is at/above the midline. Optional filters: EMA trend filter: only enter if price > EMA(n). Oversold context: only enter within N bars after RSI dipped below the oversold threshold. Exit conditions: RSI crosses below the midline, OR MACD crosses below its Signal with MACD histogram ≤ 0. Optional risk exit: Take Profit / Stop Loss based on percentage from average entry price. Risk management: Inputs: Use TP/SL (on/off), TP% (default 3.0), SL% (default 1.5). Implements protective strategy.exit (limit/stop) while in position. Signal-based exit uses strategy.close to flatten. Position management: Long-only, no pyramiding (single position at a time). Internal state ensures entries occur only when flat and exits only when in a position. Inputs you can tune: RSI: length, overbought, oversold, midline. MACD: fast length, slow length, signal length; toggle “Require MACD > 0”. Signals: oversold lookback window; EMA trend on/off and EMA length. Risk: TP% and SL%. Visuals: show entry/exit markers, bar coloring; optional debug background on raw triggers. Visuals and alerts: Plots EMA (optional), draws entry/exit markers, optional bar coloring, and a faint background on raw long triggers to aid tuning. Alert conditions provided for entries and exits. Notes: Designed for bar-close evaluation; performance varies by symbol/timeframe—tune inputs accordingly. Long-only; intended for trend-following momentum with basic risk control. Not financial advice.
Pine Script™ 전략
agrothe의
Multifactor Buy/Sell Strategy V2 | RSI, MACD, ATR, EMA, Boll.BITGET:1INCHUSDT This Pine Script code for TradingView is a multifactor Buy/Sell indicator that combines several technical factors to generate trading signals based on trend, volatility, and volume conditions. Here’s a breakdown of the main components and functionality: Indicator Name - Multifactor Buy/Sell Strategy V2 — an overlay indicator applied directly on the price chart. ### Input Parameters The script includes multiple customizable parameters: - RSI, EMA, MACD parameters — for setting periods and signals of MACD and RSI. - ATR and Bollinger Bands — used for volatility analysis and level determination. - Minimum Volatility Threshold — sets a minimum Bollinger Band width threshold for determining high volatility. Core Indicators 1. RSI — calculated to identify oversold (below 30) and overbought (above 70) conditions. 2. EMA and MACD — calculates exponential moving averages and MACD histogram to determine trend direction. 3. ATR and Bollinger Bands — used to assess current volatility and establish dynamic upper and lower bands. Volatility and Volume Analysis - Determines the current ATR level and Bollinger Band width to evaluate high volatility. - Calculates the volume moving average to track periods of increased volume during high volatility. Trend Analysis The script uses the difference between fast and slow EMAs to define strong trends: - Uptrend — when the fast EMA is above the slow EMA, the price is above the fast EMA, and the trend is strong. - Downtrend — when the fast EMA is below the slow EMA, the price is below the fast EMA, and the trend is strong. Momentum Filter - Based on the price change over the last three bars and compared against the minimum volatility threshold to identify strong momentum. Buy and Sell Signal Generation - Buy Signal: Uptrend with RSI oversold, positive MACD histogram, high volatility and volume, strong momentum, and sufficient Bollinger Band width. - Sell Signal: Downtrend with RSI overbought, negative MACD histogram, high volatility and volume, strong momentum, and sufficient Bollinger Band width. Visualization - Buy and sell signals are displayed as green and red triangles on the chart. - Plots for fast and slow EMAs, upper and lower bands, and Bollinger Bands. Alerts The script includes alert conditions for buy and sell signals, allowing notifications to be sent via email or mobile app. Information Panel A small table on the chart displays current volatility dataThis Pine Script code for TradingView is a multifactor Buy/Sell indicator that combines several technical factors to generate trading signals based on trend, volatility, and volume conditions. Here’s a breakdown of the main components and functionality: Indicator Name - Multifactor Buy/Sell Strategy V2 — an overlay indicator applied directly on the price chart. Input Parameters The script includes multiple customizable parameters: - **RSI, EMA, MACD parameters** — for setting periods and signals of MACD and RSI. - **ATR and Bollinger Bands** — used for volatility analysis and level determination. - **Minimum Volatility Threshold** — sets a minimum Bollinger Band width threshold for determining high volatility. Core Indicators 1. RSI — calculated to identify oversold (below 30) and overbought (above 70) conditions. 2. EMA and MACD — calculates exponential moving averages and MACD histogram to determine trend direction. 3. ATR and Bollinger Bands — used to assess current volatility and establish dynamic upper and lower bands. Volatility and Volume Analysis - Determines the current ATR level and Bollinger Band width to evaluate high volatility. - Calculates the volume moving average to track periods of increased volume during high volatility. Trend Analysis The script uses the difference between fast and slow EMAs to define strong trends: - Uptrend — when the fast EMA is above the slow EMA, the price is above the fast EMA, and the trend is strong. - Downtrend — when the fast EMA is below the slow EMA, the price is below the fast EMA, and the trend is strong. Momentum Filter - Based on the price change over the last three bars and compared against the minimum volatility threshold to identify strong momentum. Buy and Sell Signal Generation - Buy Signal: Uptrend with RSI oversold, positive MACD histogram, high volatility and volume, strong momentum, and sufficient Bollinger Band width. - Sell Signal: Downtrend with RSI overbought, negative MACD histogram, high volatility and volume, strong momentum, and sufficient Bollinger Band width. Visualization - Buy and sell signals are displayed as green and red triangles on the chart. - Plots for fast and slow EMAs, upper and lower bands, and Bollinger Bands. Alerts The script includes alert conditions for buy and sell signals, allowing notifications to be sent via email or mobile app. Information Panel A small table on the chart displays current volatility - Volatility Status — indicates high or low volatility. - Bollinger Band Width — current width as a percentage. - ATR Ratio — ratio of current ATR to long-term average ATR. This script is suitable for trading in high-volatility conditions, combining multiple filters and factors to generate precise buy and sell signals.
Pine Script® 인디케이터
Lux_Vera의
8
Linear Volume MACD | Lyro RS📊 Linear Volume MACD | Lyro RS is an advanced momentum and trend detection tool that fuses price action with volume-weighted MACD logic and linear regression analysis . Designed for traders seeking deeper insights into market strength and directional conviction, this indicator highlights trend shifts, volume anomalies, and potential reversal zones with precision. ✨ Key Features : 🔁 Multi-Mode Analysis: Switch between Linear Regression , Strong/Weak Trend , or Volume MACD logic. 📐 Volume-Adjusted MACD: Incorporates volume for a more realistic momentum view. 📊 Linear Regression Signal: Smoother and more reactive trend analysis. 🎯 Dynamic Stdev Bands: Visualize ±1 and ±2 standard deviation thresholds for anomaly detection. 🌈 Custom Color Themes: Choose from built-in palettes or define your own bullish/bearish signal colors. ⚠️ Alert Conditions: Built-in alerts notify you of potential trend shifts across all signal modes. 📈 How It Works : 🧮 MACD Core: Uses volume-weighted price to generate fast and slow EMAs, forming the MACD and signal lines. 📉 Histogram Logic: Histogram is either the traditional MACD histogram or its linear regression version. 📊 Signal Modes:   • Linear Regression: Detect trend based on smoothed MACD behavior.   • Strong/Weak Trend: Identifies accelerating/decelerating trend strength.   • Volume MACD: Classic volume MACD behavior for divergence spotting. 📏 Stdev Bands: Calculated over a long period (default 200) to highlight statistically significant moves. 🎨 Color-coded Feedback: Bar and background colors adjust dynamically with market condition. ⚙️ Customization Options : 🔄 Choose your Signal Type from three unique analysis modes. 📏 Modify Fast/Slow/Signal lengths and Regression parameters to suit your strategy. 📈 Enable or disable Stdev Bands and adjust multiplier. 🎨 Select from Classic, Mystic, Accented, or Royal color palettes — or create your own. 📌 Use Cases : 🟢 Identify trend continuation or reversal zones with volume-adjusted signals. 🔴 Detect volatility breakouts using standard deviation bands. 🧭 Use in confluence with price structure, RSI, or market sentiment. ⚠️ Disclaimer : This indicator is for educational purposes only. It is not financial advice. Always use in conjunction with your own research and risk management strategy.
Pine Script® 인디케이터
LyroRS의
2
CT Reverse MACD CrossIntroducing the Reverse MACD Cross MACD.... short for moving average convergence/divergence, is a trading indicator used in technical analysis of stock prices, created by Gerald Appel in the late 1970s. It is designed to reveal changes in the strength, direction, momentum, and duration of a trend in a stock's price. Prior work by Johny Dough showed how we can compute the price level required to make the MACD stay at its current level, and also how to compute the price level required for the MACD to cross the zero line. I have brought that idea to it logical conclusion for the MACD by creating a new function which also computes the price level required to cross the MACD with its signal line. This allows the user to quickly see all of the most relevant information from the MACD and the actual price levels where the indicator will change its posture. The MACD indicator (or "oscillator") is a collection of three time series calculated from historical price data, most often the closing price. These three series are: the MACD series proper shown here in blue the "Signal Line" or "average" series shown here in red the "Divergence" series which is the difference between the two shown here as a histogram. There is also usually a baseline set at zero. The MACD series is the difference between a "fast" (short period) exponential moving average (EMA), and a "slow" (longer period) EMA of the price series. The average series (signal line) is an EMA of the MACD series itself. The MACD indicator thus depends on three parameters, namely the time periods of the three EMAs. The notation "MACD ( a, b, c )" usually denotes the standard indicator where the MACD series is the difference of EMAs with characteristic times a and b, and the average series is an EMA of the MACD series with characteristic time c. There is an infobox which displays... Whether the MACD is falling or rising the price level which will make the MACD to change from rising to falling or vice versa the price level which will cause the MACD to cross the signal line the price level which will cause the MACD to cross the zero line The most commonly used values are 12 for the fast, 26 for the slow, and 9 for the signal line, that is, MACD ( 12, 26, 9 ) . The MACD and average series are customarily displayed as continuous lines in a plot whose horizontal axis is time oscillating above and below a zero line, whereas the divergence is commonly shown as a bar graph / histogram. A fast EMA responds more quickly than a slow EMA to recent changes in a stock's price. By comparing EMAs of different periods, the MACD series can indicate changes in the trend of a stock. It is claimed that the divergence series can reveal subtle shifts in the stock's trend. Since the MACD is based on moving averages, it is a lagging indicator. As a future metric of price trends, the MACD is less useful for stocks that are not trending (trading in a range) or are trading with unpredictable price action.
Pine Script® 인디케이터
The_Caretaker의
13
Advanced MACD Pro (WhiteStone_Ibrahim) - T3 Themed✨ Advanced MACD Pro (WhiteStone_Ibrahim) - T3 Themed ✨ Take your MACD analysis to the next level with the Advanced MACD Pro - T3 Themed indicator by WhiteStone_Ibrahim! This isn't just another MACD; it's a comprehensive toolkit packed with advanced features, unique T3 integration, and extensive customization options to provide deeper market insights. Whether you're a seasoned trader or just starting, this indicator offers a versatile and powerful way to analyze momentum, identify trends, and spot potential reversals. Key Features: Core MACD Functionality: Classic MACD Line: Calculated from customizable Fast and Slow EMAs using your chosen source (Close, Open, HLC3, etc.). Standard Signal Line: EMA of the MACD line, with adjustable length. Dynamic MACD Line Coloring: Automatically changes color based on whether it's above or below the zero line (positive/negative). Zero Line: Clearly plotted for reference. Enhanced MACD Histogram: Sophisticated Color Coding: The histogram isn't just positive or negative. It intelligently colors based on momentum strength and direction: Strong Bullish: MACD above signal, histogram increasing. Weakening Bullish: MACD above signal, histogram decreasing. Strong Bearish: MACD below signal, histogram decreasing. Weakening Bearish: MACD below signal, histogram increasing. Neutral: Default color for other conditions. Optional Histogram Smoothing: Smooth out the histogram noise using one of five different moving average types: SMA, EMA, WMA, RMA, or the advanced T3 (Tilson T3). Customize smoothing length and T3 vFactor. 🌟 Unique T3 Integration (T3 Themed): Extra T3 Signal Line (on MACD): An additional, fast-reacting T3 moving average calculated directly from the MACD line. This provides an alternative and often quicker signal. Customizable T3 length and vFactor. Dynamic Coloring: The T3 Signal Line changes color (bullish/bearish) based on its crossover with the MACD line, offering clear visual cues. T3 is also available as a smoothing option for the main histogram (see above). 🔍 Disagreement & Divergence Detection: Bar/Price Disagreement Markers: Highlights instances where the price bar's direction (e.g., a bullish candle) contradicts the current MACD momentum (e.g., MACD below its signal line). Visual markers (circles) appear above/below bars to draw attention to these potential early warnings or confirmations. Histogram Color Change on Disagreement: Optionally, the histogram can adopt distinct alternative colors during these bar/price disagreements for even clearer visual alerts. Classic Bullish & Bearish Divergence Detection: Automatically identifies regular divergences between price action (Higher Highs/Lower Lows) and the MACD line (Lower Highs/Higher Lows). Customizable pivot lookback periods (left and right bars) for divergence sensitivity. Plots clear "Bull" and "Bear" labels on the price chart where divergences occur. 🎨 Extensive Customization & Visuals: Multiple Color Themes: Choose from pre-set themes like 'Dark Mode', 'Light Mode', 'Neon Night', or use 'Default (Current Settings)' to fine-tune every color yourself. Granular Control (Default Theme): Individually customize colors and thickness for: MACD Line (positive/negative) Standard Signal Line Extra T3 Signal Line (bullish/bearish) Histogram (all four momentum states + neutral) Disagreement Markers & Histogram Alt Colors Divergence Lines/Labels Zero Line Toggle Visibility: Easily show or hide the Standard Signal Line and the Extra T3 Signal Line as needed. 🔔 Comprehensive Alert System: Stay informed of key market events with a wide array of configurable alerts: MACD Line / Standard Signal Line Crossover Histogram / Zero Line Crossover MACD Line / Zero Line Crossover Bullish Divergence Detected Bearish Divergence Detected Bar/Price Disagreement (Bullish & Bearish) MACD Line / Extra T3 Signal Line Crossover Each alert can be individually enabled or disabled. The Advanced MACD Pro - T3 Themed indicator is designed to be your go-to tool for momentum analysis. Its rich feature set empowers you to tailor it to your specific trading style and gain a more nuanced understanding of market dynamics. Add it to your charts today and experience the difference! (Developed by WhiteStone_Ibrahim)
Pine Script® 인디케이터
WhiteStone_Ibrahim의