July 1, 2025Agronomy Journal

Reevaluating the reliability of common multiple comparison tests

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LSD and Duncan tests had a mean specificity of 97.00%, indicating accurate true negative predictions, while other tests reached 99.00%.
LSD and Duncan tests identified true positive groups with a sensitivity of 15.00%, whereas other tests only achieved 3.00%.
A Monte Carlo simulation showed high Type I error rates for the LSD and Duncan tests, yet they performed better under specificity measures.
This study highlights the importance of considering both specificity and sensitivity when evaluating the reliability of comparison tests.

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Implication

This analysis examines Type I error, specificity, and sensitivity in common multiple comparison tests, suggesting LSD and Duncan tests may be more reliable.

Cite This Study

Soner Yiğit (2025) studied this question.

synapsesocial.com/papers/68af59e3ad7bf08b1eadecbb https://doi.org/10.1002/agj2.70141

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Implication

This analysis examines Type I error, specificity, and sensitivity in common multiple comparison tests, suggesting LSD and Duncan tests may be more reliable.

Reevaluating the reliability of common multiple comparison tests

Key Points

Discussion

Implication

Cite This Study

Reevaluating the reliability of common multiple comparison tests

Key Points

Discussion

Implication

Cite This Study

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