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Scoring Moving Average and Oscillator Signals for Trend Trading

Article Strategy library · Author: ChaoZhang

Summary

This strategy combines moving average readings with oscillator signals to form a directional score. It evaluates configurable chart intervals, moving average periods, and indicators such as RSI, stochastic, CCI, MACD, and Williams %R. Indicator readings are converted to positive, negative, or neutral values; the average of the moving average group and oscillator group is then combined. A score above zero triggers a long entry, while a score below zero triggers a short entry.

The document describes possible benefits and risks but reports no performance results, and its backtest settings alone do not establish profitability. The source is truncated, and some implementation details conflict with the prose: several functions described as EMA calculations use simple averages, and the Hull and VWMA indices appear to call the EMA function. The broad indicator set may also create correlated signals, while frequent reversals can raise trading costs and slippage.

Key ideas

  • The strategy combines moving average and oscillator readings into a single directional rating.
  • Positive ratings enter long positions, while negative ratings enter short positions.
  • Oscillators are intended to help qualify moving average signals and flag extreme conditions.
  • The source contains apparent indicator implementation mismatches, and no measured performance is supplied.
  • Frequent signals may increase transaction costs and slippage.

Tags

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