Quartile For Loop [SeerQuant]Quartile For Loop (QFL)
- The Quartile For Loop (QFL) is an advanced trend-following and scoring oscillator designed to detect momentum shifts and trend transitions using a quartile-based analysis. By leveraging quartile calculations and iterative scoring logic, QFL delivers dynamic trend signals which can be tailored to suit various market conditions.
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⚙️ How It Works
1️⃣ Quartile-Based Calculation
The indicator calculates the weighted average of the first quartile (Q1), median (Q2), and third quartile (Q3) over a customizable length, providing a robust adaptive trend value.
2️⃣ For Loop Scoring System
A unique for-loop structure iteratively scores each quartile value against historical data, delivering actionable trend signals. Users can toggle between price-based and quartile-based scoring methods for flexibility.
3️⃣ Threshold Logic
Bullish (Uptrend): Score exceeds the positive threshold.
Bearish (Downtrend): Score falls below the negative threshold.
Neutral: Score remains between thresholds.
4️⃣ Visual Trend Enhancements
Optional candle coloring and a color-coded SMA provide clear visual cues for identifying trend direction. The adaptive quartile is dynamically updated to reflect changing market conditions.
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✨ Customizable Settings
Indicator Inputs
Quartile Length: Define the calculation length for quartile analysis.
Calculation Source: Choose the data source for quartile calculations (e.g., close price).
Alternate Signal: Toggle between price-based and quartile-based scoring.
Loop Settings
Start/End Points: Set the range for the for-loop scoring system.
Thresholds: Customize uptrend and downtrend thresholds.
Style Settings
Candle Coloring: Enable optional trend-based candle coloring.
Color Schemes: Select from five unique palettes for trend visualization.
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🚀 Features and Benefits
Quartile-Driven Analysis: Harnesses the statistical power of quartiles for adaptive trend evaluation.
Dynamic Scoring: Iterative scoring logic adjusts to market fluctuations.
Clear Visual Representation: Color-coded histograms, candles, and trendlines enhance readability.
Fully Customizable: Flexible inputs allow adaptation to diverse trading styles and strategies.
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📜 Disclaimer
This indicator is for educational purposes only and does not constitute financial advice. Market analysis is inherently speculative and subject to risk. Users should consult a licensed financial advisor before making trading decisions. Use at your own discretion.
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Oscylatory
PDF MA For Loop [BackQuant]PDF MA For Loop
Introducing the PDF MA For Loop, an innovative trading indicator that combines Probability Density Function (PDF) smoothing with a dynamic for-loop scoring mechanism. This advanced tool provides traders with precise trend-following signals, helping to identify long and short opportunities with improved clarity and adaptability to market conditions.
If you would like to check out the stand alone PDF Moving Average:
Core Concept: Probability Density Function (PDF) Smoothing
The PDF smoothing method is a unique approach that applies adaptive weights to price data based on a Probability Density Function. This ensures that recent data points receive appropriate emphasis while maintaining a smooth transition across the data set. The result is a moving average that is not only smoother but also more responsive to market changes.
Key parameters in PDF smoothing:
Variance : Controls the spread of the PDF, where a higher value results in broader smoothing and a lower value makes the moving average more sensitive.
Mean : Centers the PDF around a specific value, influencing the weighting and responsiveness of the smoothing process.
By combining PDF smoothing with traditional moving averages (EMA or SMA), the indicator creates a hybrid signal that balances responsiveness and reliability.
For-Loop Scoring Mechanism
At the heart of this indicator is the for-loop scoring mechanism, which evaluates the smoothed PDF moving average over a defined range of historical data points. This process assigns a score to the current market condition based on whether the PDF moving average is greater than or less than previous values.
Long Signal: A long signal is generated when the score exceeds the Long Threshold (default set at 40), indicating upward momentum.
Short Signal: A short signal is triggered when the score crosses below the Short Threshold (default set at -10), suggesting potential downward momentum.
This dynamic scoring system ensures that the indicator remains adaptive, capturing trends and shifts in market sentiment effectively.
Customization Options
The PDF MA For Loop includes a variety of customizable settings to fit different trading styles and strategies:
Calculation Settings
Price Source : Select the input price for the calculation (default is the close price).
Smoothing Method : Choose between EMA or SMA for the additional smoothing layer, providing flexibility to adapt to market conditions.
Smoothing Period : Adjust the lookback period for the smoothing function, with shorter periods providing more sensitivity and longer periods offering greater stability.
Variance & Mean : Fine-tune the PDF function parameters to control the weighting of the smoothing process.
Signal Settings
Thresholds : Customize the upper and lower thresholds to define the sensitivity of the long and short signals.
For Loop Range : Set the range of historical data points analyzed by the for-loop, influencing the depth of the scoring mechanism.
UI Settings
Signal Line Width: Adjust the thickness of the plotted signal line for better visibility.
Candle Coloring: Enable or disable the coloring of candlesticks based on trend direction (green for long, red for short, gray for neutral).
Background Coloring: Add background shading to highlight long and short signals for an enhanced visual experience.
Alerts and Automation
The indicator includes built-in alert conditions to notify traders of important market events:
Long Signal Alert: Notifies when the score exceeds the upper threshold, indicating a bullish trend.
Short Signal Alert: Notifies when the score crosses below the lower threshold, signaling a bearish trend.
These alerts can be configured for real-time notifications, allowing traders to respond quickly to market changes without constant chart monitoring.
Trading Applications
The PDF MA For Loop is versatile and can be applied across various trading strategies and market conditions:
Trend Following: The PDF smoothing method combined with for-loop scoring makes this indicator particularly effective for identifying and following trends.
Reversal Trading: By observing the thresholds and score, traders can anticipate potential reversals when the trend shifts from long to short (or vice versa).
Risk Management: The dynamic thresholds and scoring provide clear signals, allowing traders to enter and exit trades with greater confidence and precision.
Final Thoughts
The PDF MA For Loopis merges advanced mathematical concepts with practical trading tools. By leveraging Probability Density Function smoothing and a dynamic for-loop scoring system, it provides traders with clear, actionable signals while adapting to market conditions.
Whether you’re looking for an edge in trend-following strategies or seeking precision in identifying reversals, this indicator offers the flexibility and power to enhance your trading decisions
As always, backtesting and integrating the PDF MA For Loop into a comprehensive trading strategy is recommended for optimal performance, as no single indicator should be used in isolation.
Thus following all of the key points here are some sample backtests on the 1D Chart
Disclaimer: Backtests are based off past results, and are not indicative of the future.
INDEX:BTCUSD
INDEX:ETHUSD
BINANCE:SOLUSD
RSI Ultimate Optime Zones CryptoBoostIndicador modificado de RSI con zonas optimas de entrada y salida. Complemento de la estrategia de CryptoBoost Inversiones
Elite MA & RSI Dashboard¡Presentamos el "Ultimate Moving Averages + RSI Pro" para TradingView! 🚀
¿Estás listo para llevar tu análisis técnico al siguiente nivel?
Con el Ultimate Moving Averages + RSI Pro, tendrás una poderosa herramienta que combina 5 medias móviles personalizables y un RSI flotante para que puedas tomar decisiones más informadas y oportunas en tus operaciones. ¡Este indicador está diseñado para traders como tú, que buscan claridad, flexibilidad y precisión en su análisis!
Internal Bar Strength (IBS) Strategy█ STRATEGY DESCRIPTION
The "Internal Bar Strength (IBS) Strategy" is a mean-reversion strategy designed to identify trading opportunities based on the closing price's position within the daily price range. It enters a long position when the IBS indicates oversold conditions and exits when the IBS reaches overbought levels. This strategy was designed to be used on the daily timeframe.
█ WHAT IS INTERNAL BAR STRENGTH (IBS)?
Internal Bar Strength (IBS) measures where the closing price falls within the high-low range of a bar. It is calculated as:
IBS = (Close - Low) / (High - Low)
- **Low IBS (≤ 0.2)**: Indicates the close is near the bar's low, suggesting oversold conditions.
- **High IBS (≥ 0.8)**: Indicates the close is near the bar's high, suggesting overbought conditions.
█ SIGNAL GENERATION
1. LONG ENTRY
A Buy Signal is triggered when:
The IBS value drops below the Lower Threshold (default: 0.2).
The signal occurs within the specified time window (between `Start Time` and `End Time`).
2. EXIT CONDITION
A Sell Signal is generated when the IBS value rises to or above the Upper Threshold (default: 0.8). This prompts the strategy to exit the position.
█ ADDITIONAL SETTINGS
Upper Threshold: The IBS level at which the strategy exits trades. Default is 0.8.
Lower Threshold: The IBS level at which the strategy enters long positions. Default is 0.2.
Start Time and End Time: The time window during which the strategy is allowed to execute trades.
█ PERFORMANCE OVERVIEW
This strategy is designed for ranging markets and performs best when prices frequently revert to the mean.
It is sensitive to extreme IBS values, which help identify potential reversals.
Backtesting results should be analyzed to optimize the Upper/Lower Thresholds for specific instruments and market conditions.
RSI MACD Combined Color StrategyOverview
This indicator combines RSI and MACD signals to create a powerful visual trading system, inspired by TrendSpider's AI Strategy Coder examples. It colors candles based on the alignment of three key technical conditions, providing clear visual signals for potential trend strength and direction.
Technical Components
Core Conditions
RSI (Relative Strength Index) > 50
Indicates bullish momentum when price is trading above the centerline
Traditional indicator of trend strength
MACD Line > Signal Line
Shows positive momentum
Classic signal for potential upward movement
MACD Line > 0
Confirms bullish territory
Indicates overall positive momentum
Color Coding System
🟢 Green Candles: All three conditions are met
Strongest bullish signal
Suggests high probability trading opportunities
⚪ Grey Candles: One or two conditions are met
Neutral or transitioning market
Suggests caution or waiting for stronger confirmation
🔴 Red Candles: No conditions are met
Bearish signal
Suggests potential downward pressure
How to Use This Indicator
For Entry Signals
Look for transitions from red or grey to green candles
Green candles suggest strong bullish alignment
Consider entering long positions when candles turn green
For Exit Signals
Watch for color transitions from green to grey or red
Consider taking profits when candles change from green to grey
Consider stop losses when candles turn red
Risk Management
Use color transitions as part of your broader strategy
Don't rely solely on color changes for trading decisions
Combine with other technical analysis tools and risk management practices
Customizable Parameters
RSI Length (default: 14)
MACD Fast Length (default: 12)
MACD Slow Length (default: 26)
MACD Signal Length (default: 9)
Best Practices
Use multiple timeframes for confirmation
Look for confluences with support/resistance levels
Consider volume and market context
Start with default settings and adjust based on your trading style
Backtest different parameter combinations
Notes
This indicator works best in trending markets
Grey candles can indicate transition periods
Consider market conditions and volatility when interpreting signals
Credits
Inspired by TrendSpider's AI Strategy Coder examples and adapted for TradingView using Pine Script v5.
Disclaimer
This technical indicator is for informational purposes only. Always conduct your own analysis and consider risk management principles before making trading decisions. Past performance does not guarantee future results.
JAHMUDOSThis indicator combines the **SMA** (Simple Moving Average) and **RSI** (Relative Strength Index) to identify key trading areas. The **SMA** helps determine the overall trend, while the **RSI** indicates overbought and oversold conditions. The indicator highlights potential **entry zones** for trades based on these two indicators and helps find favorable entry points. Additionally, it shows **Stop-Loss levels** to manage risk and indicates potential **profit areas** to maximize returns.
BB+RSI Entry Indicator UpdateThe BB+RSI Entry Indicator is a powerful tool designed to identify precise entry points for potential trades by leveraging Bollinger Bands and the Relative Strength Index (RSI). It provides clear visual signals when price momentum shifts after extreme market conditions, helping traders anticipate trend reversals or pullbacks.
Money Maykah -- MA slopesThe idea behind this script is to play with the idea of summing integration (IT) and differentiation (DT) of a T3 signal (smoothed with sma or ema). The sum is IT + DT.
Obviously this is not exactly these mathematical concepts, but what occurs is that it generates an oscillator that somewhat gets rid of skew in the oscillations in the market.
There is a signal IDE which sums the full IT + DT which shows a longer term oscillation. This will have a much larger range of numbers in amplitude so it may be a little annoying to move the scale around by hand. I don't care to fix this right now but I'm sure it can be done quite easily for someone else.
I was also playing with the idea of using a Normalization oscillator with this and seeing how the two compare and whether they could be used in some sort of strategy. Both have unpredictable behaviors but hey the market is unpredictable so have at it!
Average Price Range (APR)Индикатор Average Price Range (APR) основан на анализе средней цены актива в заданном диапазоне с учетом объема торгов. Он определяет, где находится текущая цена относительно усредненных значений High и Low , учитывая влияние объемов. Это позволяет лучше оценивать рыночные настроения и силу ценового движения.
Как интерпретировать:
Значения > 70: Указывает на перекупленность. Цена находится в верхней части диапазона, что может сигнализировать о возможном развороте вниз.
Значения < 30: Указывает на перепроданность. Цена находится в нижней части диапазона, что может свидетельствовать о скором росте.
Значения около 50: Цена находится в сбалансированном состоянии, ближе к средней.
Индикатор полезен для поиска зон перекупленности и перепроданности, а также для подтверждения трендов с учетом объемов.
Особенности APR :
Индикатор объединяет лучшие черты осцилляторов, таких как RSI и Stochastic , с объемно-зависимыми инструментами, такими как MFI и VWAP . Это делает его мощным инструментом для анализа рынка, комбинируя позиционирование цены в диапазоне и оценку рыночной активности через объемы. Выбор APR дает трейдерам уникальную возможность учитывать как цену, так и объемы при принятии решений.
RSI Heatmap Screener KSE 100 [Rabail]This indicator compares RSI of multiple stocks of Pakistan Stock Exchange. It indicates overbought and oversold scripts. You can go to settings and add scripts of your own choice too
Average Bitcoin Price Range (ABPR)Индикатор ABPR предназначен для анализа диапазона цен биткоина, взвешенного по объему. Он отображает, где текущая цена биткоина находится относительно средних значений High и Low за выбранный период, с учетом активности объемов. Это делает ABPR мощным инструментом для оценки рыночных настроений и идентификации ключевых зон для торговли.
Преимущества ABPR при анализе других криптовалют
Базовый актив для рынка:
Биткоин, как ведущая криптовалюта, часто служит индикатором настроений на рынке криптовалют. Анализ диапазона цен BTC помогает предсказывать движение других активов.
Учет объема:
Индикатор учитывает объемы при расчетах, что позволяет оценить значимость текущего движения цены.
Подтверждение трендов:
ABPR может использоваться для подтверждения общерыночных трендов. Если BTC показывает перекупленность или перепроданность, это может сигнализировать о похожих состояниях на других активах.
Объективность:
Позволяет трейдерам не отвлекаться на шум других инструментов и сконцентрироваться на движении цены биткоина, чтобы принимать обоснованные решения по другим криптовалютам.
Как помогает ABPR
Идентификация зон перекупленности и перепроданности:
Значения >80 говорят о перекупленности рынка. Это может быть сигналом для фиксации прибыли.
Значения <20 указывают на перепроданность. Это может быть сигналом для входа в рынок.
Оценка рыночной силы:
Значение около 50 показывает, что цена находится в сбалансированном состоянии, что полезно для оценки текущего рыночного тренда.
Прогнозирование движения альткоинов:
Поскольку движение большинства альткоинов коррелирует с биткоином, понимание его рыночного состояния дает ценную информацию для торговли другими активами.
Как пользоваться ABPR
Установите индикатор на любом графике TradingView. Независимо от текущего актива, индикатор будет анализировать данные по тикеру BTCUSD ( BINANCE:BTCUSDT ).
Интерпретируйте значения:
>80: Возможна коррекция вниз, рынок перекуплен.
<20: Возможен рост, рынок перепродан.
50: Цена сбалансирована, можно ожидать движения в любую сторону.
Используйте алерты:
Настройте алерты на зонах перекупленности (>70) и перепроданности (<30) для своевременного реагирования.
Вывод:
ABPR — это простой, но мощный инструмент, который помогает трейдерам принимать взвешенные решения, анализируя поведение биткоина. Это особенно полезно для тех, кто использует BTC в качестве индикатора для торговли другими криптовалютами.
SD/OB/EMA - Energy CandlesThis will plot supply and demand box with energy candle on chart with exponential moving average.
PV's Dual RSI Crossover StrategyIntroduction to the Dual RSI Two-Cross Indicator
The Relative Strength Index (RSI) is a widely used technical indicator in finance that measures the magnitude of recent price changes to determine overbought or oversold conditions. The RSI Two-Cross indicator takes this concept a step further by introducing a unique twist: it plots two RSI lines with different lengths and generates alerts based on their crossovers.
Key Features:
Dual RSI Lines: The indicator plots two RSI lines with user-defined lengths, allowing traders to compare the short-term and long-term momentum of an asset.
Crossover Alerts: The indicator generates alerts when the shorter RSI line crosses above or below the longer RSI line, indicating potential trend reversals or continuations.
Customizable Parameters: Users can adjust the lengths of the RSI lines, oversold and overbought levels, and other parameters to suit their trading strategy and asset of choice.
Visual Aids: The indicator features colored bars and backgrounds to highlight crossover events, making it easy to identify trading opportunities at a glance.
Trading Applications:
Trend Reversal Detection: The RSI Two-Cross indicator can help traders identify potential trend reversals by monitoring crossovers between the two RSI lines.
Momentum Confirmation: The indicator can be used to confirm momentum shifts in an asset's price, helping traders to filter out false signals and make more informed trading decisions.
Scalping and Day Trading: The indicator's short-term focus makes it suitable for scalping and day trading strategies, where traders aim to capitalize on small price movements.
By combining the versatility of the RSI with the power of crossover analysis, the RSI Two-Cross indicator offers a unique perspective on market momentum and trend dynamics. Whether you're a seasoned trader or just starting out, this indicator can help you navigate the markets with greater confidence and precision.
MACD + RSI LabelsThe indicator shows the BUY and SELl signals based on the MACD and RSI. The RSI is kept between 40 and 60.
MACD + RSI LabelsThis indicator shows the buy and sell indicator on the chart when MACD crossing the signal line and RSI is above 40 or below 60
MACD + RSI LabelsThis indicator shows the BUY and SELL signals based on the MACD and RSI signals. the RSI is kept between 40 and 60.
Multiasset MVRVZ - MVRVZ for Multiple Crypto Assets [Da_Prof]This indicator shows the Market Value-Realized Value Z-score (MVRVZ) for Multiple Assets. The MVRV-Z score measures the value of a crypto asset by comparing its market cap to the realized value and dividing by the standard deviation of the market cap (market cap – realized cap) / stdev(market cap) to get a z-score. When the market value is significantly higher than the realized value, the asset may be considered "overvalued". Conversely, market values below the realized value may indicate the asset is "undervalued". For some assets (e.g., BTC) historically high values have generally signaled price tops and historically low values have signaled bottoms.
The indicator displays two lines: 1) the MVRV-Z of the current chart symbol if the data is available through Coin Metrics (this is displayed in light blue), and 2) the MVRV-Z of the symbol selected from the dropdown (displayed in orange). The MVRV-Z of BTC is the default selected orange line. The example chart shows CRYPTOCAP:ETH 's MVRV-Z in blue and CRYPTOCAP:BTC 's MVRV-Z in orange.
The MVRV-Z in this indicator is calculated on the weekly and will display consistently on lower timeframes. Some MVRV-Z indicators calculate this value from collection of all data from the beginning of the chart on the timeframe of the chart. This creates inconsistency in the standard deviation calculation and ultimately the z-score calculation when moving between time frames. This indicator calculates MVRV-Z based on the set number of weeks prior from the source data directly (default is two years worth of weekly data). This allows consistent MVRV-Z values on weekly and lower timeframes.
Daily Market BiasA calculated prediction using Claude AI to generate a code to potential show the daily market basis.
JAHMUDOS OSCILLATORSummary of the Oscillator Indicator
The developed Oscillator Indicator is a powerful tool for analyzing trading opportunities, combining the Simple Moving Average (SMA) and the Relative Strength Index (RSI). The indicator checks and compares the perfectly aligned intersection points of these two technical indicators to generate informed buy or sell signals.
Functionality:
The oscillator analyzes the SMA and RSI to identify ideal intersection points where market conditions are optimal for a long or short entry.
Long signals are generated when the analysis indicates a strong upward trend and an oversold situation in the RSI, presenting a favorable opportunity to enter a buy position.
Short signals arise when the SMA signals a potentially strong downward movement and the RSI indicates an overbought market condition, suggesting a beneficial opportunity to enter a sell position.
Additional Recommendation from the Author:
As the author of this indicator, I believe it is advisable to incorporate the JAHMUDOS 1 and JAHMUDOS indicators. These complement the signaling of the oscillator and help to refine the entry points for trades even further. By combining these indicators, the entry points can be better aligned to increase the likelihood of a successful trade.
Goal of the Indicator:
The indicator aims to provide precise and timely trading signals by combining two of the most well-known and widely used technical indicators. By analyzing the intersections of the SMA and RSI, the oscillator helps identify the best points for market entry and minimizes unnecessary risks.