Research reading 061 / Actors / 2024

Probabilistic Modeling of Variation in Pilot Performance During Flight Training

Source authors: Kento Yamada; Harumi Ikeshita; Yuta Kyoya; Makoto Ueno

Originally published in IEEE Transactions on Reliability · 2024

Read the original article ↗Source license: CC BY-NC-ND 4.0 ↗

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Probabilistic Modeling of Variation in Pilot Performance During Flight Training
Kento Yamada; Harumi Ikeshita; Yuta Kyoya; Makoto Ueno

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A1 Curriculum, instructors and assessment

Why read this for flight training?

Models variation in training performance. Useful for interpreting inconsistency across flights and avoiding overreliance on one successful trial.

How to interpret the evidence

A statistical model requires local calibration and does not replace instructor assessment.

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Cite the original article

Kento Yamada; Harumi Ikeshita; Yuta Kyoya; Makoto Ueno (2024). Probabilistic Modeling of Variation in Pilot Performance During Flight Training. IEEE Transactions on Reliability, 73(1), 451-462. https://doi.org/10.1109/tr.2023.3294021

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The original paper retains its published authors, venue and DOI. This journal’s reading guide was prepared with AI assistance under the editorial direction of Dr. Freedom Cheteni. The source authors are not credited as authors of this annotation. No new peer review or DOI is claimed for the guide.

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054 / 2023