Momentum Threshold Breakouts with Fixed Stop and Profit Levels

Summary

This system measures percentage price change over a configurable lookback and opens a long position when the gain meets or exceeds a chosen momentum threshold, provided no position is open. It sets stop-loss and take-profit prices as percentages of the entry price and sizes positions as a share of account equity. Parameters include the lookback length, momentum threshold, and exit percentages. The document frames the approach as a way to participate in strong short-term upward moves.

The write-up identifies false breakouts, parameter sensitivity, stop slippage, frequent trading, and the lack of short entries as limitations. It proposes longer-timeframe trend filters, volume confirmation, volatility-adjusted thresholds and sizing, and short-side rules for future work. Although BTC/ETH-related backtest settings and parameter defaults are supplied, the document gives no performance statistics or comparative evidence. Its example settings also appear inconsistent with the stated bar interval: the lookback label describes 48 five-minute bars as four hours, while the published backtest uses daily bars. Results therefore cannot be inferred from the configuration alone.

Key ideas

• The entry signal is a percentage gain over a configurable lookback that exceeds a momentum threshold.
• The example manages open long positions with fixed stop-loss and take-profit percentages from entry.
• The strategy sizes trades by account equity and does not include short entries in the described implementation.
• False breakouts, slippage, overtrading, and parameter sensitivity are material risks, and no performance results are given.

Tags

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.