Overview

This is an Ichimoku Kinko Hyo indicator based long-only stock trading strategy. The strategy utilizes the basic principles of Ichimoku to determine entries and exits.

Strategy Logic

The strategy first calculates the components of Ichimoku, including Tenkan-Sen, Kijun-Sen, Senkou Span A, and Senkou Span B.

Long entry if the following conditions are met:

• Tenkan cross above Kijun, indicating short term MA cross above long term MA, which is a golden cross signal
• Price above Kumo cloud, indicating the price finds support and starts to rise
• Future Kumo is red, indicating future trend is up
• Price distance from Tenkan < 2 x ATR, indicating price is not overextended for chase strategy
• Price distance from Kijun < 3 x ATR, indicating price is not overextended for chase strategy
• Tenkan and Kijun above Kumo cloud, indicating Ichimoku trend is up

Exit if the following conditions are met:

• Tenkan cross below Kijun, indicating dead cross
• Price penetration Kumo cloud, indicating loss of support
• Profit > 30%, implementing profit taking strategy
• Loss > 3%, implementing stop loss strategy

Advantage Analysis

• Utilize Ichimoku to determine price trend with high accuracy
• Incorporate ATR to control chasing, avoiding overbought and oversold
• Filter signals with multiple confirmations, avoiding false signals
• Add-on strategy could accelerate profit

Risk Analysis

• Ichimoku signals could lag, requiring confirmations from other indicators
• Wrong ATR parameters could lead to overbought and oversold
• Add-on strategy could increase loss risk
• Parameters need to be tuned manually for different stocks

Optimization Directions

• Incorporate other indicators like MACD, KDJ for signal confirmation
• Increase profit taking level, decrease stop loss level
• Auto tune ATR parameters based on historical data
• Research parameter differences for various sectors, build parameter pool

Summary

This is a very practical stock trading strategy, utilizing Ichimoku for trend and ATR for risk control, profiting from chase strategy with stop loss. The advantages are obvious. Further optimizations on parameters and combining indicators would make it even better for live trading.