Update financial_docs/vwap_atr.md
This commit is contained in:
@@ -127,10 +127,6 @@ Removed:
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- Detailed space checks
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- Detailed space checks
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```
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```
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Let me provide a bias-free, aligned version:
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# 2SD VWAP Trading System Checklist
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# 2SD VWAP Trading System Checklist
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## Setup Process
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## Setup Process
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@@ -217,3 +213,535 @@ Example:
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---
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---
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Note: This is a complete checklist. If pattern exists, trade. If not, wait.
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Note: This is a complete checklist. If pattern exists, trade. If not, wait.
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---
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# 2SD/3SD VWAP Trading System
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Complete System Documentation
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## I. System Overview
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### Core Concept
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A mechanical mean reversion system trading rejections from statistical deviation bands back to VWAP.
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### Statistical Foundation
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```
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Price Distribution Zones:
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- 2SD captures 95% of price movement
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- 3SD captures 99.7% of price movement
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- VWAP represents mean price path
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```
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## II. Technical Implementation
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### Core Calculations
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```pine
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// VWAP and Standard Deviation
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vwap = ta.vwap
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stdev = ta.stdev(vwap, 15)
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atr = ta.atr(14)
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// Band Calculations
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upper_2sd = vwap + 2 * stdev
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lower_2sd = vwap - 2 * stdev
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upper_3sd = vwap + 3 * stdev
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lower_3sd = vwap - 3 * stdev
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// Entry Conditions
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long_2sd = low <= lower_2sd and close > lower_2sd
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short_2sd = high >= upper_2sd and close < upper_2sd
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long_3sd = low <= lower_3sd and close > lower_3sd
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short_3sd = high >= upper_3sd and close < upper_3sd
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```
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### Alert Conditions
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```pine
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// Primary Alerts
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alertcondition(long_2sd or short_2sd, "2SD Touch + Reject")
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alertcondition(long_3sd or short_3sd, "3SD Touch + Reject")
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// Alert Message Format
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"{{ticker}} - Zone: {{band}} - ATR: {{atr}}"
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```
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## III. Trading Mechanics
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### Position Sizing
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```
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2SD Trades:
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Position = Risk ÷ ATR
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3SD Trades:
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Position = (Risk ÷ ATR) × 0.5
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Example:
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Risk = $100
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ATR = $2.50
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2SD Position = 40 units
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3SD Position = 20 units
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```
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### Entry Rules
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```
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2SD Long:
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- Price touches lower 2SD band
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- Candle closes above band
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- Enter next candle open
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2SD Short:
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- Price touches upper 2SD band
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- Candle closes below band
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- Enter next candle open
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3SD Rules:
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- Same entry mechanics
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- Half position size
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- Wider stops typical
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```
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### Stop Placement
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```
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All Trades:
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- Behind rejection candle
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- Account for volatility
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- No adjustments after entry
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```
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### Target Selection
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```
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2SD Trades:
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- Target = VWAP
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- Exit on pattern break
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3SD Trades:
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- Primary Target = VWAP
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- Secondary Target = 2SD band
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- Exit on pattern break
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```
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## IV. Implementation Details
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### Python Components
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```python
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class VWAPSystem:
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def __init__(self):
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self.lookback = 15
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self.atr_period = 14
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def calculate_bands(self, data):
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# VWAP calculation
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data['vwap'] = self.calculate_vwap(data)
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# Standard deviation
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data['stdev'] = data['vwap'].rolling(self.lookback).std()
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# Band calculations
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data['upper_2sd'] = data['vwap'] + 2 * data['stdev']
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data['lower_2sd'] = data['vwap'] - 2 * data['stdev']
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data['upper_3sd'] = data['vwap'] + 3 * data['stdev']
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data['lower_3sd'] = data['vwap'] - 3 * data['stdev']
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return data
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def check_signals(self, data):
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# Entry conditions
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data['long_2sd'] = (data['low'] <= data['lower_2sd']) &
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(data['close'] > data['lower_2sd'])
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data['short_2sd'] = (data['high'] >= data['upper_2sd']) &
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(data['close'] < data['upper_2sd'])
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data['long_3sd'] = (data['low'] <= data['lower_3sd']) &
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(data['close'] > data['lower_3sd'])
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data['short_3sd'] = (data['high'] >= data['upper_3sd']) &
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(data['close'] < data['upper_3sd'])
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return data
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```
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### Pine Script Structure
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```pine
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//@version=5
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indicator("2SD/3SD VWAP System")
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// Core calculations
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vwap = ta.vwap
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stdev = ta.stdev(vwap, 15)
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atr = ta.atr(14)
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// Bands
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var float[] bands = calculate_bands(vwap, stdev)
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var float[] signals = check_signals(bands)
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// Plotting
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plot(vwap, "VWAP", color=color.blue)
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plot(bands[0], "Upper 2SD", color=color.red)
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plot(bands[1], "Lower 2SD", color=color.green)
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```
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## V. Process Flow
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### Trading Session Flow
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```
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1. Setup Phase:
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→ Load charts (ES 15min, BTC 15min)
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→ Verify indicators
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→ Activate alerts
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2. Monitoring Phase:
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→ Wait for alerts
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→ Identify band touch
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→ Confirm rejection
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3. Execution Phase:
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→ Calculate position size
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→ Place entry order
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→ Set stop loss
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→ Set target
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4. Management Phase:
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→ Monitor for target hit
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→ Watch for pattern break
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→ Exit on either condition
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```
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### Decision Tree
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```
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Alert Received
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↓
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Check Zone (2SD or 3SD)
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↓
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Verify Rejection
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↓
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Calculate Position
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↓
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Execute Trade
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↓
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Monitor to Exit
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```
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## VI. System Rules Summary
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### Core Rules
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1. Trade rejections only
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2. Size by ATR
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3. Enter after rejection
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4. Exit at target or break
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5. No exceptions
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### Position Rules
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1. 2SD = full size
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2. 3SD = half size
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3. No averaging
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4. No scaling
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### Exit Rules
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1. Hit VWAP = win
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2. Pattern breaks = exit
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3. Stop hit = exit
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4. No adjustments
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## VII. Implementation Checklist
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### Setup
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- [ ] Install indicators
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- [ ] Configure alerts
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- [ ] Test calculations
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- [ ] Verify data feed
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### Trading
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- [ ] Monitor alerts
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- [ ] Check zone
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- [ ] Calculate position
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- [ ] Execute mechanically
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- [ ] Record results
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---
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End of Documentation.
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---
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Let me create a React component version of the checklist that will render properly.
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```tsx
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import React from 'react';
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import { Card, CardHeader, CardTitle, CardContent } from '@/components/ui/card';
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const TradingChecklist = () => {
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return (
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<div className="max-w-4xl mx-auto space-y-6 p-6">
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<Card className="border border-gray-200">
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<CardHeader className="bg-gray-50 border-b border-gray-200">
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<CardTitle className="text-lg font-semibold">2SD/3SD VWAP Trading System Checklist</CardTitle>
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</CardHeader>
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<CardContent className="p-4 space-y-6">
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<div>
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<h2 className="text-lg font-semibold mb-3">Pre-Session Setup</h2>
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<div className="space-y-2">
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<div>
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<h3 className="font-medium">TradingView Charts</h3>
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<ul className="ml-4 space-y-1">
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<li>☐ ES1! 15-minute</li>
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<li>☐ BTC/USDT 15-minute</li>
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</ul>
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</div>
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<div>
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<h3 className="font-medium">Indicators</h3>
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<ul className="ml-4 space-y-1">
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<li>☐ VWAP (blue)</li>
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<li>☐ 2SD bands (red upper, green lower)</li>
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<li>☐ 3SD bands (visible)</li>
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<li>☐ ATR (14 period)</li>
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</ul>
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</div>
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<div>
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<h3 className="font-medium">Alerts</h3>
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<ul className="ml-4 space-y-1">
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<li>☐ 2SD touches</li>
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<li>☐ 3SD touches</li>
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<li>☐ Once per bar</li>
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<li>☐ ATR value included</li>
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</ul>
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</div>
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</div>
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</div>
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<div>
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<h2 className="text-lg font-semibold mb-3">Trading Process</h2>
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<div className="space-y-4">
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<div>
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<h3 className="font-medium">On Alert</h3>
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<ul className="ml-4 space-y-1">
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<li>☐ Identify zone hit (2SD or 3SD)</li>
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<li>☐ Verify rejection candle</li>
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<li>☐ Note current ATR</li>
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</ul>
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</div>
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<div>
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<h3 className="font-medium">Position Sizing</h3>
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<ul className="ml-4 space-y-1">
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<li>☐ 2SD: Risk ÷ ATR</li>
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<li>☐ 3SD: (Risk ÷ ATR) × 0.5</li>
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</ul>
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</div>
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</div>
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</div>
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<div>
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<h2 className="text-lg font-semibold mb-3">Pattern Reference</h2>
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<div className="grid grid-cols-1 md:grid-cols-2 gap-4">
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<div className="p-3 bg-green-50 rounded-lg">
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<h3 className="font-medium text-green-700">2SD Long</h3>
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<ul className="ml-4 space-y-1">
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<li>☐ Price touches lower 2SD</li>
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<li>☐ Candle closes above band</li>
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<li>☐ Clear path to VWAP</li>
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<li>☐ Full position size</li>
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|
</ul>
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|
</div>
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<div className="p-3 bg-red-50 rounded-lg">
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<h3 className="font-medium text-red-700">2SD Short</h3>
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||||||
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<ul className="ml-4 space-y-1">
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<li>☐ Price touches upper 2SD</li>
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<li>☐ Candle closes below band</li>
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<li>☐ Clear path to VWAP</li>
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<li>☐ Full position size</li>
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||||||
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</ul>
|
||||||
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</div>
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||||||
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<div className="p-3 bg-green-50 rounded-lg">
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<h3 className="font-medium text-green-700">3SD Long</h3>
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<ul className="ml-4 space-y-1">
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<li>☐ Price touches lower 3SD</li>
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<li>☐ Candle closes above band</li>
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<li>☐ Path to VWAP/2SD clear</li>
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||||||
|
<li>☐ Half position size</li>
|
||||||
|
</ul>
|
||||||
|
</div>
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<div className="p-3 bg-red-50 rounded-lg">
|
||||||
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<h3 className="font-medium text-red-700">3SD Short</h3>
|
||||||
|
<ul className="ml-4 space-y-1">
|
||||||
|
<li>☐ Price touches upper 3SD</li>
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||||||
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<li>☐ Candle closes below band</li>
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||||||
|
<li>☐ Path to VWAP/2SD clear</li>
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||||||
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<li>☐ Half position size</li>
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||||||
|
</ul>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
|
||||||
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<div>
|
||||||
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<h2 className="text-lg font-semibold mb-3">Exit Rules</h2>
|
||||||
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<div className="grid grid-cols-1 md:grid-cols-2 gap-4">
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||||||
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<div>
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||||||
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<h3 className="font-medium">2SD Trades</h3>
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||||||
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<ul className="ml-4 space-y-1">
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||||||
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<li>☐ Hit VWAP = Take profit</li>
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||||||
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<li>☐ Pattern breaks = Exit</li>
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||||||
|
<li>☐ Stop hit = Exit</li>
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||||||
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</ul>
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||||||
|
</div>
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||||||
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<div>
|
||||||
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<h3 className="font-medium">3SD Trades</h3>
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||||||
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<ul className="ml-4 space-y-1">
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||||||
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<li>☐ Hit VWAP/2SD = Take profit</li>
|
||||||
|
<li>☐ Pattern breaks = Exit</li>
|
||||||
|
<li>☐ Stop hit = Exit</li>
|
||||||
|
</ul>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
|
||||||
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<div className="p-4 bg-gray-50 rounded-lg">
|
||||||
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<h2 className="text-lg font-semibold mb-3">Key Reminders</h2>
|
||||||
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<ul className="space-y-1">
|
||||||
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<li>• No additional filters</li>
|
||||||
|
<li>• No timeframe restrictions</li>
|
||||||
|
<li>• No extra indicators</li>
|
||||||
|
<li>• Pattern exists or doesn't</li>
|
||||||
|
<li>• Next setup always comes</li>
|
||||||
|
</ul>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
<div className="text-center font-medium">
|
||||||
|
Alert → Pattern → Size → Trade → Exit
|
||||||
|
<div className="mt-2 text-gray-600">Everything else is noise.</div>
|
||||||
|
</div>
|
||||||
|
</CardContent>
|
||||||
|
</Card>
|
||||||
|
</div>
|
||||||
|
);
|
||||||
|
};
|
||||||
|
|
||||||
|
export default TradingChecklist;
|
||||||
|
|
||||||
|
```
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
The half position size at 3SD is based on statistical principles and risk management, but let me analyze this in detail.
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
# 3SD Position Size Analysis
|
||||||
|
|
||||||
|
## Statistical Context
|
||||||
|
```
|
||||||
|
Price Distribution:
|
||||||
|
2SD = 95% of moves (1 in 20 events)
|
||||||
|
3SD = 99.7% of moves (1 in 370 events)
|
||||||
|
|
||||||
|
Current Rule:
|
||||||
|
2SD = Full size (Risk/ATR)
|
||||||
|
3SD = Half size (Risk/ATR × 0.5)
|
||||||
|
```
|
||||||
|
|
||||||
|
## Examining The Logic
|
||||||
|
|
||||||
|
### Arguments FOR Half Size
|
||||||
|
1. Volatility Consideration
|
||||||
|
- 3SD moves indicate higher volatility
|
||||||
|
- May need wider stops
|
||||||
|
- Higher ATR during these moves
|
||||||
|
|
||||||
|
2. Statistical Rarity
|
||||||
|
- Much rarer events
|
||||||
|
- Less historical precedent
|
||||||
|
- Harder to validate pattern
|
||||||
|
|
||||||
|
3. Risk of Continuation
|
||||||
|
- Strong momentum to reach 3SD
|
||||||
|
- Could signal trend change
|
||||||
|
- Higher probability of continuation
|
||||||
|
|
||||||
|
### Arguments AGAINST Half Size
|
||||||
|
1. Violates System Mechanics
|
||||||
|
- Adds complexity
|
||||||
|
- Introduces discretion
|
||||||
|
- Breaks ATR sizing logic
|
||||||
|
|
||||||
|
2. Statistical Edge
|
||||||
|
- Stronger mean reversion potential
|
||||||
|
- Clearer extreme condition
|
||||||
|
- More defined edge
|
||||||
|
|
||||||
|
3. ATR Already Adjusts
|
||||||
|
- Higher volatility = Higher ATR
|
||||||
|
- Position size naturally reduces
|
||||||
|
- Built-in risk management
|
||||||
|
|
||||||
|
## Position Sizing Reality
|
||||||
|
```
|
||||||
|
Example with $100 Risk:
|
||||||
|
|
||||||
|
Normal Market:
|
||||||
|
ATR = $2.50
|
||||||
|
2SD Position = $100/$2.50 = 40 units
|
||||||
|
3SD Position = $100/$2.50 × 0.5 = 20 units
|
||||||
|
|
||||||
|
High Volatility Market:
|
||||||
|
ATR = $5.00
|
||||||
|
2SD Position = $100/$5.00 = 20 units
|
||||||
|
3SD Position = $100/$5.00 × 0.5 = 10 units
|
||||||
|
|
||||||
|
BUT: ATR is likely already higher at 3SD!
|
||||||
|
If ATR = $5.00 at 3SD naturally:
|
||||||
|
Position = $100/$5.00 = 20 units
|
||||||
|
(Natural reduction without arbitrary halving)
|
||||||
|
```
|
||||||
|
|
||||||
|
## Recommendation
|
||||||
|
|
||||||
|
### Remove Half-Size Rule
|
||||||
|
```
|
||||||
|
New Rule: Position = Risk ÷ ATR
|
||||||
|
Reasoning:
|
||||||
|
1. ATR captures volatility
|
||||||
|
2. Keeps system mechanical
|
||||||
|
3. Removes complexity
|
||||||
|
4. Maintains consistency
|
||||||
|
```
|
||||||
|
|
||||||
|
### Updated Position Logic
|
||||||
|
```
|
||||||
|
ALL Trades (2SD and 3SD):
|
||||||
|
1. Note current ATR
|
||||||
|
2. Calculate Position = Risk ÷ ATR
|
||||||
|
3. Place trade
|
||||||
|
4. No additional adjustments
|
||||||
|
```
|
||||||
|
|
||||||
|
## Key Points
|
||||||
|
1. ATR naturally adapts to volatility
|
||||||
|
2. System should remain mechanical
|
||||||
|
3. Arbitrary adjustments add bias
|
||||||
|
4. Consistency breeds confidence
|
||||||
|
|
||||||
|
## Conclusion
|
||||||
|
The half-size rule at 3SD appears to be:
|
||||||
|
1. Redundant (ATR already adjusts)
|
||||||
|
2. Adds complexity
|
||||||
|
3. Breaks mechanical nature
|
||||||
|
4. Introduces bias
|
||||||
|
|
||||||
|
Recommendation: Remove the half-size rule and maintain pure ATR-based sizing for all trades.
|
||||||
|
|
||||||
|
---
|
||||||
|
Remember: The best trading system is one you can execute consistently. Adding rules needs strong justification.
|
||||||
|
|
||||||
|
|
||||||
|
After this analysis, I believe we should:
|
||||||
|
|
||||||
|
1. Remove the half-size rule
|
||||||
|
2. Let ATR handle volatility naturally
|
||||||
|
3. Maintain system simplicity
|
||||||
|
4. Keep position sizing mechanical
|
||||||
|
|
||||||
|
Would you like me to:
|
||||||
|
1. Update the system documentation?
|
||||||
|
2. Provide example calculations?
|
||||||
|
3. Add risk analysis metrics?
|
||||||
|
4. Detail volatility adjustments?
|
||||||
|
|
||||||
|
The goal is to keep the system purely mechanical while letting the ATR handle position sizing naturally.
|
||||||
Reference in New Issue
Block a user