Robot-Themed Small-Cap Stocks With Rising 30-Day Averages

Summary

This stock-screening idea combines a daily amplitude threshold with a robot-industry theme, a cap on circulating market value, and an upward-sloping 30-day moving average. The moving-average condition adds a price-trend filter to the thematic and size criteria. The document outlines the screen in indicator-formula and Python examples, but reports no backtest, performance figures, or evidence that the combination predicts returns.

The author identifies sensitivity to indicator selection and parameter settings, short-term fluctuations that fundamental filters may miss, and unexpected market events as risks. Suggested refinements include checking longer-horizon fundamental and technical trends, using machine learning to improve screening, and adding stop-loss and take-profit controls. These are proposals rather than validated improvements. The screen is presented as a stock-selection template, so its thresholds, data fields, and implementation would need verification before research or use.

Key ideas

• The screen looks for stocks with amplitude above 1, a robot concept classification, and circulating market value below 10 billion yuan.
• It requires the 30-day moving average to be higher than its prior value.
• The document supplies formula and Python examples but no performance evaluation.
• It flags parameter sensitivity, short-term fluctuations, and sudden events as risks.
• It proposes longer-horizon indicators and explicit risk controls as possible refinements.

Tags

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