Construct · 1 fields · 1 citations

conformalized quantile regression: a standalone construct

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Statistics

a method that calibrates quantile regression intervals with conformal prediction, giving adaptive interval widths and finite-sample coverage.

In statistics, conformalized quantile regression refers to a method that calibrates quantile regression intervals with conformal prediction, giving adaptive interval widths and finite-sample coverage. This meaning comes from Romano (2019) in arXiv.[1]

Unit
Recovery means
Measured by

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Nearby constructs

conformal prediction1 fields · 1 citationsanchor · a standalone construct conformal3 fields · 3 citationsinvariant · one construct, three systems coverage3 fields · 3 citationsjingle · one word, three constructs

References

Romano, Y., Patterson, E., & Candès, E. J. (2019). Conformalized Quantile Regression. arXiv. https://doi.org/10.48550/arxiv.1905.03222

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