The backtest results show that ANF has a 66.67% win rate and an average 4.29% return over 30 days following an earnings beat, despite a negative short-term 3-day return. This indicates a stronger positive price reaction in the medium term rather than immediately after the event. The maximum return of 12.11% occurs around day 59, suggesting delayed but significant gains. Investors might consider holding ANF for at least a month post-earnings beat to capture the more substantial returns that develop over time.

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The backtest results show that ANF experienced negative returns following earnings misses, with a 3-day win rate of 33.33% and a 30-day return of -10.32%. This indicates a consistent downward trend in the stock price after disappointing earnings announcements. The maximum return observed was 14.49%, but it occurred much later, suggesting limited short-term recovery.

These results highlight the adverse market reaction to ANF's earnings misses, reflecting investor disappointment and potential fundamental concerns.

Investors should be cautious and consider the risk of prolonged declines when ANF reports earnings below expectations.

The backtest results show that the Specialty Retail Industry experienced no significant impact following earnings beats, with a maximum return of only 1.29% observed 14 days after the event. This indicates that earnings beats in this sector do not translate into meaningful price movements or sustained gains. Consequently, investors should be cautious about expecting strong positive returns solely based on earnings beats within the Specialty Retail Industry, as the event does not appear to drive notable market reactions or investment opportunities.

The backtest results show that earnings misses in the Specialty Retail Industry had no significant impact, with a maximum return of -0.11% observed 54 days after the event. This negligible effect suggests that the market does not strongly react to earnings misses within this sector over the tested period.

The analysis indicates that the Specialty Retail Industry's stock prices remain largely stable despite earnings underperformance, reflecting possible market resilience or other overriding factors.

Investors might consider that earnings misses in this industry do not necessarily signal negative price movements, implying limited downside risk from such events.

Backtest ANF Earning Beats Expectations

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