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A measure is said to have a high reliability if it produces similar results under consistent conditions. DO NOT confuse reliability with validity (see tag wiki). DO NOT use for inter-rater reliability which has its own tag inter-rater

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How to measure the reliability of a consensus ranking (problem from Kemeny-Snell book)

Develop a measure of the reliability of a consensus ranking by $k$ experts. …
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