Short-Term WMA Alignment for AUD/NZD Scalping

Summary

This document describes a short-term scalping approach for AUD/NZD using five weighted moving averages with different lookback periods. It generates a long signal when the averages align in one order and a short signal when they align in the opposite order. Since WMAs give more weight to recent prices, the proposed rationale is that this alignment can respond to short-term trend changes. The text says positions should use fixed stop-loss and take-profit levels, but the accompanying source sets both values to zero, so those exits are inactive in the supplied implementation.

The strategy is presented as a 15-minute method, while its published backtest settings specify a different market, instrument, and bar interval; no performance metrics are provided. The document warns that short timeframes can produce noisy signals, tight stops can exit prematurely, and frequent trading requires attention. It suggests testing other WMA combinations, adding momentum or volatility filters, and using adaptive exits. These ideas are not accompanied by validation, and the mismatch between the stated use case and backtest setup limits what can be inferred about performance.

Key ideas

• The strategy uses five weighted moving averages and trades when they align in directional order.
• The stated use case is short-term AUD/NZD scalping.
• The supplied source disables stop-loss and take-profit orders despite the prose describing them.
• The published backtest uses a different instrument and interval from the stated strategy use case.
• The document warns about noisy short-term signals and provides no performance results.

Tags

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