The backtest results show that LIN's earnings beats lead to a 75% win rate over 30 days with an average return of 2.36%, indicating a positive medium-term price reaction. The 3-day win rate is lower at 41.67%, suggesting initial market hesitation, but confidence builds over time as reflected in the 10-day and 30-day returns. This pattern implies that investors may benefit from holding LIN shares for at least a month following an earnings beat to capture stronger gains.

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The backtest results show that LIN has a 66.67% win rate within 3 days after earnings misses, but this drops to 33.33% over 10 and 30 days, with negative average returns beyond 3 days. This indicates a short-term resilience followed by a decline in performance after earnings disappointments. The maximum return of 3.68% occurs around day 25, suggesting occasional recovery. Investors should be cautious holding LIN long-term post-earnings miss, as initial gains may not sustain and longer-term returns tend to be negative.

The backtest results show that the Chemicals Industry experienced a positive impact following earnings beats, with a maximum return of 2.67% occurring 53 days after the event. This indicates a moderate but consistent upward price movement in the sector over the medium term.

The analysis suggests that earnings beats serve as a reliable signal for positive performance in the Chemicals Industry, although the magnitude of gains is modest. Investors can consider this event as a favorable indicator for potential sector gains.

Therefore, positioning in the Chemicals Industry after earnings beats may offer incremental returns over a two-month horizon.

The backtest results show that the Chemicals Industry experienced no significant impact following earnings misses, with a maximum return of only 0.97% observed 23 days after the event. This indicates that earnings misses in this sector do not strongly influence stock performance over the tested period.

The lack of notable price movement suggests that investors may not react strongly to earnings misses in the Chemicals Industry, possibly due to other overriding factors or market conditions.

For investors, this implies limited trading opportunities based solely on earnings misses within this sector, favoring a more cautious or diversified approach.

Backtest LIN Release Earning Report

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