Dual Bayesian For Loop [QuantAlgo]Discover the power of probabilistic investing and trading with Dual Bayesian For Loop by QuantAlgo , a cutting-edge technical indicator that brings statistical rigor to trend analysis. By merging advanced Bayesian statistics with adaptive market scanning, this tool transforms complex probability calculations into clear, actionable signals—perfect for both data-driven traders seeking statistical edge and investors who value probability-based confirmation!
🟢 Core Architecture
At its heart, this indicator employs an adaptive dual-timeframe Bayesian framework with flexible scanning capabilities. It utilizes a configurable loop start parameter that lets you fine-tune how recent price action influences probability calculations. By combining adaptive scanning with short-term and long-term Bayesian probabilities, the indicator creates a sophisticated yet clear framework for trend identification that dynamically adjusts to market conditions.
🟢 Technical Foundation
The indicator builds on three innovative components:
Adaptive Loop Scanner: Dynamically evaluates price relationships with adjustable start points for precise control over historical analysis
Bayesian Probability Engine: Transforms market movements into probability scores through statistical modeling
Dual Timeframe Integration: Merges immediate market reactions with broader probability trends through custom smoothing
🟢 Key Features & Signals
The Adaptive Dual Bayesian For Loop transforms complex calculations into clear visual signals:
Binary probability signal displaying definitive trend direction
Dynamic color-coding system for instant trend recognition
Strategic L/S markers at key probability reversals
Customizable bar coloring based on probability trends
Comprehensive alert system for probability-based shifts
🟢 Practical Usage Tips
Here's how you can get the most out of the Dual Bayesian For Loop :
1/ Setup:
Add the indicator to your TradingView chart by clicking on the star icon to add it to your favorites ⭐️
Start with default source for balanced price representation
Use standard length for probability calculations
Begin with Loop Start at 1 for complete price analysis
Start with default Loop Lookback at 70 for reliable sampling size
2/ Signal Interpretation:
Monitor probability transitions across the 50% threshold (0 line)
Watch for convergence of short and long-term probabilities
Use L/S markers for potential trade signals
Monitor bar colors for additional trend confirmation
Configure alerts for significant trend crossovers and reversals, ensuring you can act on market movements promptly, even when you’re not actively monitoring the charts
🟢 Pro Tips
Fine-tune loop parameters for optimal sensitivity:
→ Lower Loop Start (1-5) for more reactive analysis
→ Higher Loop Start (5-10) to filter out noise
Adjust probability calculation period:
→ Shorter lengths (5-10) for aggressive signals
→ Longer lengths (15-30) for trend confirmation
Strategy Enhancement:
→ Compare signals across multiple timeframes
→ Combine with volume for trade validation
→ Use with support/resistance levels for entry timing
→ Integrate other technical tools for even more comprehensive analysis
Multitimeframe
Enigma Unlocked 2.0Description for "Enigma Unlocked 2.0" Pine Script Indicator
Overview
Enigma Unlocked 2.0 is an advanced and highly customizable indicator designed to deliver actionable buy and sell signals by leveraging precise candlestick logic during specific market transitions. This indicator is built for flexibility, helping traders identify high-probability trade setups during key trading periods, specifically the transitions between the Asian Kill Zone and London Kill Zone as well as the London Kill Zone and New York Kill Zone on the 30-minute timeframe.
By combining Enigma Unlocked 2.0 with the ICT Killzones & Pivots indicator, traders can gain a deeper understanding of the timing and location of these transitions. Waiting for signals during these defined kill zones increases the likelihood of finding high-probability trade setups.
How to Use
Follow the Kill Zone Transitions:
Use the ICT Killzones & Pivots indicator to clearly visualize the boundaries of the Asian, London, and New York kill zones.
Focus on the signals generated by Enigma Unlocked 2.0 that align with these kill zone transitions.
Plotting Entries and Targets with Gann Box:
For Buy Signals:
Use the Gann Box tool to mark the high and low of the signal candle.
Ensure your Gann Box settings include only the 50%, 0%, and 100% levels.
Your entry zone lies between the 50% and 100% levels (discount zone). This is where buy trades are expected to offer an optimal risk-reward ratio.
For Sell Signals:
Similarly, plot the Gann Box on the high and low of the signal candle.
The 50% to 100% zone acts as the premium area for sell trades.
Setting Stop Loss and Targets:
To identify a safe stop loss, split the 50% zone of the Gann Box using another Gann Box.
Draw the secondary Gann Box from 50% to 100% of the initial box, then extend it to double the height.
For sell trades, place the stop loss above the extended 100% level.
For buy trades, place the stop loss below the extended 100% level.
Aim for a minimum of 1:1 risk-to-reward to ensure optimal trade management.
How It Works
Buy Logic:
Buy Logic 1: Detects a bullish candle (close > open) that:
Closes above its midpoint (50% of the candle body).
Has a low lower than the previous candle's low.
Buy Logic 2: Identifies a bearish candle (close < open) that:
Closes above its midpoint (50% of the candle body).
Has a low lower than the previous candle's low.
Sell Logic:
Sell Logic 1: Detects a bearish candle (close < open) that:
Closes below its midpoint (50% of the candle body).
Has a high higher than the previous candle's high.
Sell Logic 2: Identifies a bullish candle (close > open) that:
Closes below its midpoint (50% of the candle body).
Has a high higher than the previous candle's high.
Real-Time Alerts and Visual Cues:
Green triangles below candles indicate buy opportunities.
Red triangles above candles indicate sell opportunities.
Built-in alert conditions notify you of signals in real-time, so you never miss a trading opportunity.
Why Use Enigma Unlocked 2.0?
Precision: Advanced candlestick logic ensures that signals are generated only under optimal conditions.
Session-Based Filtering: Signals occur exclusively during the most active market sessions (kill zones), improving trade quality.
Visualization: Simple yet effective tools like Gann Box integration and clear visual signals make this indicator easy to use and highly effective.
Real-Time Alerts: Stay informed of potential trades even when you're away from your screen.
Enigma Unlocked 2.0 empowers traders to harness the power of candlestick analysis and session-based strategies for disciplined and effective trading. Pair this with a solid understanding of risk management and kill zones to achieve consistent results in your trading journey.
Enhanced MTF Technical Dashboard (v6)### **TradingView Indicator Description**
---
**Title:** Enhanced MTF Technical Dashboard (v6)
**Description:**
The **Enhanced MTF Technical Dashboard** is a powerful, multi-timeframe technical analysis tool designed to give traders deep insights into key indicators like **MACD**, **RSI**, and **EMA** across four customizable timeframes. This dashboard combines the flexibility of multi-timeframe analysis with the precision of trend and momentum indicators to help you make better trading decisions.
---
**Features:**
1. **Multi-Timeframe Analysis**
- Analyze MACD, RSI, and EMA across **four timeframes** of your choice (TF1, TF2, TF3, TF4).
- Customizable timeframes for short-term, medium-term, and long-term strategies.
2. **Indicators Included**
- **MACD:** Includes value, signal line, histogram, and trend direction for each timeframe.
- **EMA:** Fast, medium, and slow EMA calculations with alignment and trend conditions.
- **RSI:** Relative Strength Index with overbought/oversold conditions, states, and trends.
3. **Customizable Dashboard Table**
- Displays all indicator data in a compact table on the chart.
- Allows for quick comparison across different timeframes for actionable insights.
4. **Exportable Data for Analysis**
- Hidden plots allow you to export indicator data (e.g., MACD histogram, RSI values) to CSV format for further analysis.
5. **Trend Highlighting**
- Highlight bullish and bearish zones on the chart for better visualization of the current market state.
6. **Flexible Inputs**
- Fully customizable indicator parameters:
- Adjustable MACD, EMA, and RSI settings.
- Timeframe flexibility to fit your trading style.
---
**How to Use:**
1. **Configure Timeframes:** Choose four timeframes (e.g., 15m, 1h, 4h, 1D) that align with your trading strategy.
2. **Adjust Parameters:** Modify MACD, EMA, and RSI settings to match your trading preferences.
3. **Interpret the Dashboard:** Use the dashboard table to analyze momentum, alignment, and trends across all selected timeframes.
4. **Export Data:** Utilize the CSV export capability to perform advanced analysis outside of TradingView.
---
**Who Is This For?**
- **Swing Traders:** Identify multi-timeframe alignment and divergence opportunities.
- **Day Traders:** Quickly assess short-term trends and momentum.
- **Data-Driven Analysts:** Export data for quantitative backtesting and research.
---
**Alerts:**
Easily add custom alerts to the MACD and RSI signals using TradingView's alert system to receive real-time notifications.
---
With the Enhanced MTF Technical Dashboard, gain the edge you need to analyze trends, time entries, and manage trades more effectively. Perfect for traders who rely on detailed technical setups across multiple timeframes.
---
Let me know if you'd like to tweak or expand this description further! 💡
BT Custom Moving Averages (410, 130, 150, 770 Days)The BT Custom Moving Averages (410, 130, 150, 770 Days) represent a set of customized moving averages used in financial or data analysis, particularly for tracking trends over different time frames. Here's a breakdown:
410 Days: This likely represents a long-term trend, offering a view of overall performance or patterns across a broader period.
130 Days: This medium-term average could be used to observe intermediate trends, often signaling shifts before they are apparent in longer averages.
150 Days: Another medium-term average, slightly longer than the 130-day, which can provide a comparative perspective on mid-range patterns.
770 Days: This is an extended long-term average, capturing the most comprehensive overview of trends and smoothing out shorter-term fluctuations.
This type of setup can help analyze data by layering insights from different perspectives, allowing you to see both short-term and long-term trends in context. It's particularly valuable in trading, investment analysis, or any field requiring a nuanced understanding of data trends over various intervals.
Three EMA for mr shalashthis is 3 in 1 ema indicator to show you 3 different time frame
5 min and 15 min and 30 min
when you are trading on time frame 5 min you will have the confirmation from the 15 and 30 min
Enhanced MTF Technical Dashboard (v6)### **TradingView Indicator Description**
---
**Title:** Enhanced MTF Technical Dashboard (v6)
**Description:**
The **Enhanced MTF Technical Dashboard** is a powerful, multi-timeframe technical analysis tool designed to give traders deep insights into key indicators like **MACD**, **RSI**, and **EMA** across four customizable timeframes. This dashboard combines the flexibility of multi-timeframe analysis with the precision of trend and momentum indicators to help you make better trading decisions.
---
**Features:**
1. **Multi-Timeframe Analysis**
- Analyze MACD, RSI, and EMA across **four timeframes** of your choice (TF1, TF2, TF3, TF4).
- Customizable timeframes for short-term, medium-term, and long-term strategies.
2. **Indicators Included**
- **MACD:** Includes value, signal line, histogram, and trend direction for each timeframe.
- **EMA:** Fast, medium, and slow EMA calculations with alignment and trend conditions.
- **RSI:** Relative Strength Index with overbought/oversold conditions, states, and trends.
3. **Customizable Dashboard Table**
- Displays all indicator data in a compact table on the chart.
- Allows for quick comparison across different timeframes for actionable insights.
4. **Exportable Data for Analysis**
- Hidden plots allow you to export indicator data (e.g., MACD histogram, RSI values) to CSV format for further analysis.
5. **Trend Highlighting**
- Highlight bullish and bearish zones on the chart for better visualization of the current market state.
6. **Flexible Inputs**
- Fully customizable indicator parameters:
- Adjustable MACD, EMA, and RSI settings.
- Timeframe flexibility to fit your trading style.
---
**How to Use:**
1. **Configure Timeframes:** Choose four timeframes (e.g., 15m, 1h, 4h, 1D) that align with your trading strategy.
2. **Adjust Parameters:** Modify MACD, EMA, and RSI settings to match your trading preferences.
3. **Interpret the Dashboard:** Use the dashboard table to analyze momentum, alignment, and trends across all selected timeframes.
4. **Export Data:** Utilize the CSV export capability to perform advanced analysis outside of TradingView.
---
**Who Is This For?**
- **Swing Traders:** Identify multi-timeframe alignment and divergence opportunities.
- **Day Traders:** Quickly assess short-term trends and momentum.
- **Data-Driven Analysts:** Export data for quantitative backtesting and research.
---
**Alerts:**
Easily add custom alerts to the MACD and RSI signals using TradingView's alert system to receive real-time notifications.
---
With the Enhanced MTF Technical Dashboard, gain the edge you need to analyze trends, time entries, and manage trades more effectively. Perfect for traders who rely on detailed technical setups across multiple timeframes.
---
Let me know if you'd like to tweak or expand this description further! 💡
50 EMA Alarm with Proximity NotificationThis script calculates the 50-period Exponential Moving Average (EMA) and provides alerts for two conditions:
EMA Cross: When the price crosses the 50 EMA from above or below.
Proximity Alert: When the price approaches the 50 EMA within a customizable threshold (e.g., 0.5% of the EMA value).
Features:
50 EMA Calculation: Displays the 50 EMA as a blue line on the chart for trend analysis.
Proximity Highlight: Changes the chart's background color to green when the price is within the defined proximity threshold
.
Alerts for Both Conditions:
"EMA Cross" alert is triggered when the price crosses the EMA.
"Proximity Alert" is triggered when the price approaches the EMA.
How It Works:
The EMA is calculated using TradingView's ta.ema() function.
A proximity threshold is defined as a percentage of the EMA value (default: 0.5%).
The script checks if the price is within the proximity range using math.abs(close - ema50) < threshold.
Alerts are sent for both conditions using the alert() function, ensuring traders never miss a key event.
Usage:
Add the script to your chart.
Customize the proximity threshold in the code if necessary.
Set up alerts for the two conditions (EMA Cross and Proximity Alert).
Use the visual background color change as a quick indicator for proximity.
Ideal For:
Traders who rely on EMA-based strategies for scalping or trend-following.
Those looking for a tool to notify them of key EMA interactions without constantly monitoring the chart.
TUF EMA Crossover Strategy with Entry/Exit"buy" signal
when 20 exponential moving average crosses above 50 exponential moving average and enter at the candle closing
set stoploss at previous candle low
exit when price touch 20 exponential moving average
"sell" signal
when 20 exponential moving average crosses below 50 exponential moving average and enter at the candle closing
set stoploss at previous candle High
exit when price touch 20 exponential moving average
EMA 2, SMA 3, EMA 50, EMA 5, SMA 8 with Alerts and Marksas named it has all ema and alerts with editable version
EMA 2, SMA 3, EMA 50, EMA 5, SMA 8 with Alerts and Marksas named it has all ema and alerts with editable version
GB_Sir : 15 Min Inside Bar15 Min Inside Bar Setup are fetched by this indicator. Persistent lines are drawn on High and Low of 2nd bar. These lines remains persistent even after changing timeframe of chart to lower time frame.
Sum Trend OscillatorPublishing my first indicator.
This one accumulates bars over two short period and divide that by the difference between a long term mean value of high-low
Buy/Sell signal is when both line cross at close below or above the center line.
UM VIX status table and Roll Yield with EMA
Description :
This oscillator indicator gives you a quick snapshot of VIX, VIX futures prices, and the related VIX roll yield at a glance. When the roll yield is greater than 0, The front-month VX1 future contract is less than the next-month VX2 contract. This is called Contango and is typical for the majority of the time. If the roll yield falls below zero. This is considered backwardation where the front-month VX1 contract is higher than the value of the next-month VX2 contract. Contango is most common. When Backwardation occurs, there is usually high volatility present.
Features :
The red and green fill indicate the current roll yield with the gray line being zero.
An Exponential moving average is overlaid on the roll yield. It is red when trending down and green when trending up. If you right-click the indicator, you can set alerts for roll yield EMA color transitions green to red or red to green.
Suggested uses:
The author suggests a one hour chart using the 55 period EMA with a 60 minute setting in the indicator. This gives you a visual idea of whether the roll yield is rising or falling. The roll yield will often change directions at market turning points. For example if the roll yield EMA changes from red to green, this indicates a rising roll yield and volatility is subsiding. This could be considered bullish. If the roll yield begins falling, this indicates volatility is rising. This may be negative for stocks and indexes.
I look for short volatility positions (SVIX) when the roll yield is rising. I look for long volatility positions (VXX, UVXY, UVIX) when the roll yield begins falling. The indicator can be added to any chart. I suggest using the VX1, SPY, VIX, or other major stock index.
Set the time frame to your trading style. The default is 60 minutes. Note, the timeframe of the indicator does NOT utilize the current chart timeframe, it must be set to the desired timeframe. I manually input text on the chart indicator for understanding periods of Long and Short Volatility.
Settings and Defaults
The EMA is set to 55 by default and the table location is set to the lower right. The default time frame is 60 minutes. These features are all user configurable.
Other considerations
Sometimes the Tradingview data when a VX contract expires and another contract begins, may not transition cleanly and appear as a break on the chart. Tradingview is working on this as stated from my last request. This VX contract from one expiring contract to the next can be fixed on the price chart manually: ( Chart settings, Symbol, check the "Adjust for contract changes" box)
Observations
Pull up a one-hour chart of VX1 or SPY. Add this indicator. roll it back in time to see how the market and volatility reacts when the EMA changes from red to green and green to red. Adjust the EMA to your trading style and time frame. Use this for added confirmation of your long and short volatility trades with the Volatility ETFs SVIX, SVXY, VXX, UVXY, UVIX. or use it for long/short indexes such as SPY.
GB_Sir : 15 Min Inside Candle SetupIt fetches 15 Min Inside Candle Setup on chart. It draws lines on High and Low of 2nd candle. These lines are persistent even after changing timeframe of chart to any lower time frame. This helps to easily manage the trade on lower timeframe.
Zero-Lag,Volume-Speed,EMA,Renko-ChartThe script is based on multiple scripts for Zero-Lag, Volume speed and also includes Exponential Moving Average.
Thanks to @AlgoAlpha and @BoreDevil as their script initiated this customization.
The script gives a quick look into the short- and long-term trend status in the table on bottom-right.
On top-right, the table provides volume-based information. It shows "Slow" or "Fast" if the last candle volume is below or above moving average of volume.
This also provides 4 EMAs and the Renko chart.
The settings provide options to customized as per personal choices.
Correlation Pro
Smart Correlation Pro is an indicator for assessing the correlation between two assets in the market. It analyzes correlation over a selected period and provides traders with flexible tools for making informed decisions.
Key Features:
1. Correlation coefficient (-1 to 1):
• 1: Perfect positive correlation (movement in the same direction).
• 0: No correlation (assets are independent).
• -1: Perfect negative correlation (movement in opposite directions).
2. Dynamic analysis:
• Changes the color of the line depending on the strength of the correlation:
• Green — high positive correlation.
• Red — high negative correlation.
• Gray — weak or no correlation.
3. Trading signals:
• Automatic alerts when important correlation levels are reached (> 0.8 or < -0.8).
• Visual cues for identifying potential entry points or risk diversification.
4. Customizable settings:
• Compare any two assets (e.g., BTC and ETH).
• Ability to choose the correlation calculation period.
Who it’s for:
• Traders analyzing coin movements in the cryptocurrency market.
• Investors looking for the strongest or weakest assets for their portfolio.
• Those working with hedging or diversification strategies.
How to Use:
1. Set the second asset in the indicator settings.
2. Analyze the correlation change on the chart:
• High positive correlation → similar price movement, opportunity for hedging.
• High negative correlation → opposite movement, suitable for diversification.
• Low correlation → independence of assets, opportunity to choose the stronger asset.
Benefits:
• Easy to use.
• Instant analysis of asset correlations.
• Increases decision-making accuracy in the market.
(Опис:
Smart Correlation Pro — це індикатор для оцінки взаємозв’язку між двома активами на ринку. Він аналізує кореляцію за обраним періодом та надає трейдерам гнучкі інструменти для ухвалення обґрунтованих рішень.
Основні можливості:
1. Коефіцієнт кореляції (-1 до 1):
• 1: Ідеальна позитивна кореляція (рух в одному напрямку).
• 0: Відсутність кореляції (активи незалежні).
• -1: Ідеальна негативна кореляція (рух у протилежних напрямках).
2. Динамічний аналіз:
• Змінює колір лінії залежно від сили кореляції:
• Зелений — висока позитивна кореляція.
• Червоний — висока негативна кореляція.
• Сірий — слабка або відсутня кореляція.
3. Сигнали для трейдингу:
• Автоматичні оповіщення при досягненні важливих рівнів кореляції (> 0.8 або < -0.8).
• Візуальні підказки для визначення можливих точок входу або диверсифікації ризиків.
4. Гнучкість налаштувань:
• Порівнюйте будь-які два активи (наприклад, BTC та ETH).
• Можливість обирати період розрахунку кореляції.
Кому підходить:
• Трейдерам, які аналізують рух монет на криптовалютному ринку.
• Інвесторам, що шукають найсильніші або найслабші активи для портфеля.
• Тих, хто працює з хеджуванням або диверсифікацією.
Як використовувати:
1. Встановіть другий актив у параметрах індикатора.
2. Аналізуйте зміну кореляції на графіку:
• Висока позитивна кореляція → схожий рух цін, можливість хеджування.
• Висока негативна кореляція → протилежний рух, підходить для диверсифікації.
• Низька кореляція → незалежність активів, можливість вибору сильнішого активу.
Переваги:
• Простота у використанні.
• Миттєвий аналіз взаємозв’язків між активами.
• Підвищує точність рішень на ринку.)
EMA BREAKOUT [ 4 ] DEEP GAWALI AM9373//@version=5
indicator("4 EMA Indicator", overlay=true)
// Input settings for EMA lengths
ema1_length = input.int(10, title="EMA 1 Length")
ema2_length = input.int(20, title="EMA 2 Length")
ema3_length = input.int(50, title="EMA 3 Length")
ema4_length = input.int(100, title="EMA 4 Length")
// Calculate EMAs
ema1 = ta.ema(close, ema1_length)
ema2 = ta.ema(close, ema2_length)
ema3 = ta.ema(close, ema3_length)
ema4 = ta.ema(close, ema4_length)
// Plot EMAs on the chart
plot(ema1, color=color.red, title="EMA 1")
plot(ema2, color=color.blue, title="EMA 2")
plot(ema3, color=color.green, title="EMA 3")
plot(ema4, color=color.purple, title="EMA 4")
Daily Vertical LinesThis indicator will place a new vertical line at the start of every new day, no matter what time frame you are viewing your chart on.
Parabolic SAR This script provides an enhanced implementation of the Parabolic SAR (Stop and Reverse) indicator, a popular tool for identifying potential trend reversals in financial markets. The script incorporates additional features for improved usability and trading decision-making:
Key Features:
Customizable Parameters:
Initial Acceleration Factor: Start value for the SAR calculation.
Increment: Step value that increases the SAR during a trend.
Maximum Acceleration Factor: Cap for the SAR to prevent over-adjustment.
Buy & Sell Signals:
Buy Signal: Triggered when the price crosses above the SAR.
Sell Signal: Triggered when the price crosses below the SAR.
Signals are displayed as visually intuitive labels ("Buy" and "Sell") on the chart.
Alerts Integration:
Configurable alerts for buy and sell signals, allowing users to stay informed without actively monitoring the chart.
Dynamic Candle Coloring:
Candlesticks are dynamically colored based on the most recent signal:
Green: Buy signal (bullish trend).
Red: Sell signal (bearish trend).
Elegant SAR Plot:
The SAR is plotted as cross-style markers with a visually appealing magenta color.
How to Use:
Adjust the Initial Acceleration Factor, Increment, and Maximum Acceleration Factor in the input settings to match your trading style.
Enable alerts to receive notifications when buy or sell signals are generated.
Use the colored candlesticks as an additional confirmation tool to visualize market trends directly on the chart.
Multi Time Frame 200 EMA with Gradient BandDisplays 1 minute, 3 minute, 5 minute, and 15 minute 200 EMA regardless of current time frame.
Displays 9 SMA and 20 EMA on current time frame as a gradient band.
AVI (avi indicator)MACD is lagging indicator but this is not. this is spot indicator. For any query ask me Email Me
S & R - Trend Lines & Channels (Prince of Arabs)Support and Resistance with Trend Channels
This indicator identifies key support and resistance levels based on swing highs and lows over a user-defined lookback period. It also visualizes dynamic trend channels to help traders understand price ranges and market structure.
Key features include:
Support Level: Marked with a green line and labeled "Support," indicating potential buying areas.
Resistance Level: Marked with a red line and labeled "Resistance," indicating potential selling areas.
Trend Channels: Dashed blue (upper) and purple (lower) lines show the price range above resistance and below support, helping to identify overbought and oversold conditions.
Clear Entry Signals: A "Buy" label is displayed near the price when it approaches the support level within a user-defined backtesting range.
Stop Loss and Take Profit Levels: Automatically calculated based on customizable percentages and visualized on the chart for each trade.
Risk-to-Reward Visualization: The indicator simplifies risk management by showing trade levels dynamically.
