Robot-Themed Small-Cap Screening with Turnover and KDJ

Summary

This document describes a Chinese equity screen combining daily turnover, a newly formed KDJ bullish crossover, robot-related classification, and circulating market capitalization below 10 billion yuan. The turnover range is 3% to 12%. It presents the screen as a way to focus on actively traded, smaller companies associated with robotics, and includes example formula and data-processing references. The material explains the selection criteria but supplies no performance results or evidence that the combination predicts returns.

The article cautions that the screen omits company fundamentals and may miss sound but less actively traded businesses. Robot classifications may also be inaccurate. It suggests adding measures such as return on equity and valuation ratios, and applying more rigorous industry or application-based classification. The implementation example uses an industry-text match and recent KDJ values, which may not establish a true crossover; it also calculates a historical turnover quantile, so implementation details do not fully match the stated rule. The strategy should therefore be treated as a screening idea rather than a validated trading system.

Key ideas

• The screen seeks stocks with turnover between 3% and 12% and a newly formed KDJ bullish crossover.
• Eligible companies must be classified as robotics-related and have circulating market value below 10 billion yuan.
• The article provides no backtest or return evidence for the selection rules.
• Fundamentals and imperfect concept classification are identified as important limitations.
• The example implementation may not precisely test the stated crossover and turnover conditions.

Tags

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