Fast and Slow Kurtosis Lines for Directional Trading

Summary

This document presents a directional system built from two smoothed series derived from price momentum and described as fast and slow kurtosis lines. Its stated trading rules use their relationship to a configurable threshold: when both are above it, the system takes a long position; otherwise it takes a short position. An optional reverse setting flips those directions. This differs from a simple crossover rule, despite the accompanying prose describing fast and slow line crosses as the signal.

The published configuration concerns BTC/USDT Binance futures on daily bars, with hourly base data, from September 2022 to September 2023. No return, drawdown, or trade statistics are provided, so the document offers no evidence that the approach was profitable or robust. It identifies lag, parameter sensitivity, absent volume confirmation, and the lack of explicit stop-loss or take-profit rules as limitations. Proposed checks include testing across markets, controlling position size and trading costs, adding risk exits, and guarding against overfitting during parameter selection.

Key ideas

• The system compares fast and slow smoothed price-momentum series against a configurable threshold to choose a direction.
• The published logic takes a long position when both series are above the threshold and a short position otherwise.
• An optional reverse setting flips the long and short directions.
• The source configuration uses daily BTC/USDT futures data, but the document reports no performance statistics.
• Lag, parameter sensitivity, missing stops, and overfitting are identified as important risks.

Tags

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