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AlphaTrend Dual-Sided Trading with an Adaptive ATR Channel

Article Strategy library · Author: ChaoZhang

Summary

The document describes a trend-following approach built around AlphaTrend, a trailing channel whose levels use price, an ATR-derived range, and either money flow or an RSI-based alternative when volume data is unavailable. Its stated trading concept is to go long when price crosses above the indicator and short when it crosses below. The supplied code, however, generates entries from crossovers and crossunders between the AlphaTrend line and its value two bars earlier, then applies signal-order conditions; it does not directly test price crossing the line.

The indicator is intended to adapt its channel to changing volatility and use volume or momentum information to help filter signals. The source lists a multiplier and common period, among other display and calculation settings, and gives a short BTC/USDT futures backtest configuration. No performance statistics are reported. The document identifies lag near turning points and vulnerability to abnormal volatility, and suggests trend confirmation, volume filters, and parameter tuning, but provides no evidence that these changes improve results.

Key ideas

  • AlphaTrend combines an ATR-based trailing channel with price and a money-flow or RSI condition.
  • The described strategy takes long and short signals in opposite directions as the indicator changes.
  • The supplied code uses crossovers of the indicator with its two-bar lag, rather than price crossings of the indicator.
  • The document warns that lag and sharp volatility can produce poor signals or losses.
  • The listed backtest configuration has no accompanying performance results.

Tags

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