The backtest results show that PXS had a 0% win rate over 3 days but achieved a 100% win rate over both 10 and 30 days following an earnings miss. The short-term return was negative at -0.77%, but the stock rebounded with positive returns of 4.07% and 14.82% over 10 and 30 days, respectively. This suggests that while initial reactions to earnings misses may be negative, PXS tends to recover strongly in the medium term. Investors might consider holding PXS beyond the short term to capture these gains after earnings disappointments.

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The backtest results show that earnings misses in the Marine Transportation Industry have no significant impact on the sector's stock returns, with a maximum return of only 1.66% observed two days after the event. This indicates that the market does not strongly react to earnings misses within this industry over the tested period. Consequently, investors might consider that earnings misses in Marine Transportation do not present clear trading opportunities or risks, suggesting a more neutral stance when such events occur.

Backtest PXS Earning Missed Expectations

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