BigZ07 Strategy Analysis

I. Strategy Overview

BigZ07 is a low drawdown, buy dips, sell quickly quantitative trading strategy. Its core philosophy can be summarized as:

• Minimize drawdown as much as possible
• Buy at price valleys
• Sell quickly to release capital
• Soft check whether market is rising, hard check whether market is declining

Core Features

Feature	Description
Entry Conditions	14 independent conditions
Exit Signals	No active exit signals (relies on ROI or stoploss)
Protection Mechanisms	Custom intelligent stoploss
Timeframe	5-minute main cycle + 1-hour auxiliary
Recommended Positions	3-5 pairs

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II. Strategy Configuration Analysis

2.1 Timeframe Configuration

timeframe = '5m'        # Main timeframe: 5-minute candles
inf_1h = '1h'           # Information timeframe: 1-hour candles

Strategy uses dual-timeframe analysis:

• 5-minute candles: Used for daily signal judgment and entry decisions
• 1-hour candles: Used for trend filtering and long-term RSI judgment

2.2 Profit Target (Minimal ROI)

minimal_roi = {
    "0": 0.028,         # Immediate 2.8% profit
    "10": 0.018,        # After 10 minutes: 1.8%
    "40": 0.005,        # After 40 minutes: 0.5%
    "180": 0.018,       # After 3 hours: 1.8%
}

2.3 Stoploss Configuration

stoploss = -0.99  # Actually disabled, relies on custom stoploss
trailing_stop = True
trailing_stop_positive = 0.01
trailing_stop_positive_offset = 0.025

2.4 Order Types

order_types = {
    'entry': 'market',
    'exit': 'market',
    'stoploss': 'market',
    'stoploss_on_exchange': False
}

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III. Entry Conditions Details

BigZ07 contains 14 independent entry conditions (buy_condition_0 to buy_condition_13), each with independent parameter switches.

Entry Conditions Overview

Condition	Main Feature	Core Indicators
buy_condition_0	RSI oversold + above EMA200	RSI < 30, EMA200 rising
buy_condition_1	Bollinger lower rail + bearish	Close below BB lower
buy_condition_2	Bollinger lower rail (simplified)	Close below BB lower
buy_condition_3	RSI oversold + above EMA200_1h	RSI < 14.2
buy_condition_4	1-hour RSI oversold	RSI_1h < 16.5
buy_condition_5	MACD golden cross + BB lower	EMA26 > EMA12
buy_condition_6	MACD golden cross + 1h RSI	RSI_1h < 39
buy_condition_7	MACD + 1-hour RSI	RSI_1h < 15
buy_condition_8	Dual RSI oversold	RSI < 28, RSI_1h < 20
buy_condition_9	Dual RSI oversold (variant)	RSI < 10, RSI_1h < 35
buy_condition_10	BB breakout + MACD	1-hour BB lower rail
buy_condition_11	MACD continuous rise	Histogram positive for 5 periods
buy_condition_12	BB lower rail breakout	Low breaks BB lower
buy_condition_13	CMF outflow + RSI	CMF < -0.435, RSI < 22

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IV. Exit Logic Details

4.1 No Active Exit Signals

Strategy doesn't use active exit signals, relies on:

• ROI take-profit
• Trailing stop
• Custom stoploss

4.2 Custom Stoploss

Core protection mechanism with intelligent logic based on:

• Holding time
• RSI levels
• Price position relative to EMA200

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V. Technical Indicator System

Trend Indicators

• EMA200 (5-minute and 1-hour)
• EMA50 (1-hour)

Momentum Indicators

• RSI (14-period, 5-minute and 1-hour)
• MACD (12,26,9)

Volatility Indicators

• Bollinger Bands (20,2)

Volume Indicators

• Volume mean (48-period)
• CMF (Chaikin Money Flow)

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VI. Strategy Pros & Cons

6.1 Advantages

1. Excellent drawdown control
2. Rich entry conditions (14 types)
3. Fast turnover releases capital quickly
4. Multi-timeframe analysis

6.2 Limitations

1. May exit too early in strong trends
2. Complex custom stoploss logic
3. Parameter sensitivity

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VII. Applicable Scenarios

7.1 Recommended

• Oscillating markets
• High volatility environments
• Dip buying opportunities

7.2 Not Recommended

• Strong bull markets (may exit early)
• Low volatility (hard to trigger entries)
• Continuous downtrends

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VIII. Summary

BigZ07 is a mean reversion strategy emphasizing low drawdown and fast turnover. Through 14 entry conditions and custom stoploss, it builds a system focused on "buy low, sell fast, control losses."

Key Features:

• 14 independent entry conditions
• Custom intelligent stoploss
• ROI ladder for quick profits
• Suitable for oscillating markets

Risk Warning: Fast-exit design means limited profits per trade. Ensure full understanding before use.