The backtest results show that PM's stock has a low win rate following earnings beats, with only 36.36% over 3 days and 45.45% over 10 and 30 days, accompanied by negligible returns. This indicates that PM's price does not consistently rise after earnings beats, suggesting limited positive market reaction. Consequently, investors should be cautious about expecting significant gains from PM solely based on earnings beats and consider other factors before making investment decisions.

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The backtest results show that PM consistently achieved a 100% win rate across 3-day, 10-day, and 30-day periods following earnings misses, with positive returns of 1.48%, 4.69%, and 3.69% respectively. This indicates a strong and reliable positive price reaction despite earnings underperformance. The maximum return reached 18.82% within 51 days, highlighting significant upside potential. These findings suggest that PM's stock tends to rebound robustly after earnings disappointments, offering investors a potential opportunity to capitalize on post-earnings dips in this specific ticker.

The backtest results show that the Tobacco Industry experienced no significant impact following earnings beats, with a maximum return of only 1.78% observed seven days after the event. This indicates that earnings beats in this sector do not translate into meaningful price movements or investor reactions over the tested period.

The lack of notable returns suggests that the Tobacco Industry's stock prices are relatively insensitive to earnings surprises, possibly due to other overriding factors or market perceptions.

Investors might consider that earnings beats alone are not a reliable signal for trading opportunities within the Tobacco Industry.

The backtest results show that the Tobacco Industry experienced no significant impact following earnings misses, with a maximum return of only 0.97% observed 27 days after the event. This indicates that earnings misses in this sector do not materially affect stock performance over the tested period.

The lack of notable price movement suggests that investors may have already priced in such earnings outcomes or that other factors dominate the industry's valuation.

For investors, this implies limited trading opportunities based solely on earnings misses within the Tobacco Industry.

Backtest PM Earnings Report Release

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