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Quantile Regression/Evidence
Method evidence record

Quantile Regression

Quantile regression models conditional quantiles of an outcome - the median, the 25th or 75th percentile, and so on - rather than the conditional mean that OLS targets. Introduced by Koenker and Bassett in 1978, it reveals how predictors act across the whole distribution, including its tails.

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Source record

Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.

Quantile Regression
Taxonomic method record · regression-model / econometrics
  • Koenker, R. & Bassett, G., Jr. (1978). Regression Quantiles. Econometrica, 46(1), 33-50. · DOI 10.2307/1913643
  • Koenker, R. (2005). Quantile Regression. Cambridge University Press. · DOI 10.1017/CBO9780511754098
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Related methods

Generated from the method graph and shown as machine-suggested relations — no evidence claim is inferred.

See alsoLasso Regressionmachine-suggested · Relational suggestion, not evidence.Same method familyOLS Regressionmachine-suggested · Relational suggestion, not evidence.Same method familyPanel Fixed Effectsmachine-suggested · Relational suggestion, not evidence.Same method familyPoisson Regressionmachine-suggested · Relational suggestion, not evidence.See alsoRidge Regressionmachine-suggested · Relational suggestion, not evidence.

Evidence status

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Bibliographic sources are present. Claim-level evidence review has not been performed.

Sources

2 recorded citations, copied from the method source record.

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