Quantile regression (English Wikipedia)

Koenker, Roger (2005). Quantile Regression. Cambridge University Press. pp. 146–7. ISBN 978-0-521-60827-5.
Koenker, Roger (2005). Quantile Regression. Cambridge: Cambridge University Press. pp. 2. ISBN 9780521845731.

arxiv.org (Global: 49^th place; English: 31^st place)

Wei, Y.; He, X. (2006). "Conditional Growth Charts (with discussions)". Annals of Statistics. 34 (5): 2069–2097 and 2126–2131. arXiv:math/0702634. doi:10.1214/009053606000000623. S2CID 88516697.
Yang, Y.; He, X. (2010). "Bayesian empirical likelihood for quantile regression". Annals of Statistics. 40 (2): 1102–1131. arXiv:1207.5378. doi:10.1214/12-AOS1005. S2CID 88519086.
Steinwart, Ingo; Christmann, Andreas (2011). "Estimating conditional quantiles with the help of the pinball loss". Bernoulli. 17 (1). Bernoulli Society for Mathematical Statistics and Probability: 211–225. arXiv:1102.2101. doi:10.3150/10-BEJ267.
Petneházi, Gábor (2019-08-21). "QCNN: Quantile Convolutional Neural Network". arXiv:1908.07978 [cs.LG].
Rodrigues, Filipe; Pereira, Francisco C. (2018-08-27). "Beyond expectation: Deep joint mean and quantile regression for spatio-temporal problems". arXiv:1808.08798 [stat].
Nonparametric Quantile Regression: Non-Crossing Constraints and Conformal Prediction by Wenlu Tang, Guohao Shen, Yuanyuan Lin, Jian Huang, https://arxiv.org/pdf/2210.10161.pdf

books.google.com (Global: 3^rd place; English: 3^rd place)

Cameron, A. Colin; Trivedi, Pravin K. (2010). "Quantile Regression". Microeconometrics Using Stata (Revised ed.). College Station: Stata Press. pp. 211–234. ISBN 978-1-59718-073-3.

doi.org (Global: 2^nd place; English: 2^nd place)

Xu, Mengfan (2023-12-28). "Quantile Regression Model and Its Application Research". Academic Journal of Science and Technology. 8 (3): 172–176. doi:10.54097/vt1qpm59. ISSN 2771-3032.
Cade, Brian S.; Noon, Barry R. (2003). "A gentle introduction to quantile regression for ecologists" (PDF). Frontiers in Ecology and the Environment. 1 (8): 412–420. doi:10.2307/3868138. JSTOR 3868138.
Wei, Y.; Pere, A.; Koenker, R.; He, X. (2006). "Quantile Regression Methods for Reference Growth Charts". Statistics in Medicine. 25 (8): 1369–1382. doi:10.1002/sim.2271. PMID 16143984. S2CID 7830193.
Wei, Y.; He, X. (2006). "Conditional Growth Charts (with discussions)". Annals of Statistics. 34 (5): 2069–2097 and 2126–2131. arXiv:math/0702634. doi:10.1214/009053606000000623. S2CID 88516697.
Stigler, S. (1984). "Boscovich, Simpson and a 1760 manuscript note on fitting a linear relation". Biometrika. 71 (3): 615–620. doi:10.1093/biomet/71.3.615.
Kocherginsky, M.; He, X.; Mu, Y. (2005). "Practical Confidence Intervals for Regression Quantiles". Journal of Computational and Graphical Statistics. 14 (1): 41–55. doi:10.1198/106186005X27563. S2CID 120598656.
Angrist, J.; Chernozhukov, V.; Fernandez-Val, I. (2006). "Quantile Regression under Misspecification, with an Application to the U.S. Wage Structure" (PDF). Econometrica. 74 (2): 539–563. doi:10.1111/j.1468-0262.2006.00671.x.
Kato, R.; Sasaki, Y. (2017). "On Using Linear Quantile Regressions for Causal Inference". Econometric Theory. 33 (3): 664–690. doi:10.1017/S0266466616000177.
Kozumi, H.; Kobayashi, G. (2011). "Gibbs sampling methods for Bayesian quantile regression" (PDF). Journal of Statistical Computation and Simulation. 81 (11): 1565–1578. doi:10.1080/00949655.2010.496117. S2CID 44015988.
Yang, Y.; Wang, H.X.; He, X. (2016). "Posterior Inference in Bayesian Quantile Regression with Asymmetric Laplace Likelihood". International Statistical Review. 84 (3): 327–344. doi:10.1111/insr.12114. hdl:2027.42/135059. S2CID 14947362.
Yang, Y.; He, X. (2010). "Bayesian empirical likelihood for quantile regression". Annals of Statistics. 40 (2): 1102–1131. arXiv:1207.5378. doi:10.1214/12-AOS1005. S2CID 88519086.
Steinwart, Ingo; Christmann, Andreas (2011). "Estimating conditional quantiles with the help of the pinball loss". Bernoulli. 17 (1). Bernoulli Society for Mathematical Statistics and Probability: 211–225. arXiv:1102.2101. doi:10.3150/10-BEJ267.
Portnoy, S. L. (2003). "Censored Regression Quantiles". Journal of the American Statistical Association. 98 (464): 1001–1012. doi:10.1198/016214503000000954. S2CID 120674851.
Wang, H.; Wang, L. (2009). "Locally Weighted Censored Quantile Regression". Journal of the American Statistical Association. 104 (487): 1117–1128. CiteSeerX 10.1.1.504.796. doi:10.1198/jasa.2009.tm08230. S2CID 34494316. {{cite journal}}: Cite uses deprecated parameter |citeseerx= (help)
Powell, James L. (1986). "Censored Regression Quantiles". Journal of Econometrics. 32 (1): 143–155. doi:10.1016/0304-4076(86)90016-3.
Chernozhukov, Victor; Hong, Han (2002). "Three-Step Censored Quantile Regression and Extramarital Affairs". J. Amer. Statist. Assoc. 97 (459): 872–882. doi:10.1198/016214502388618663. S2CID 1410755.

drpress.org (Global: low place; English: low place)

Xu, Mengfan (2023-12-28). "Quantile Regression Model and Its Application Research". Academic Journal of Science and Technology. 8 (3): 172–176. doi:10.54097/vt1qpm59. ISSN 2771-3032.

github.com (Global: 380^th place; English: 337^th place)

"JohnLangford/vowpal_wabbit". GitHub. Retrieved 2016-07-09.
"QuantileRegression.m". MathematicaForPrediction. Retrieved 3 January 2019.

hdl.handle.net (Global: 66^th place; English: 34^th place)

Yang, Y.; Wang, H.X.; He, X. (2016). "Posterior Inference in Bayesian Quantile Regression with Asymmetric Laplace Likelihood". International Statistical Review. 84 (3): 327–344. doi:10.1111/insr.12114. hdl:2027.42/135059. S2CID 14947362.

jmlr.org (Global: low place; English: low place)

Meinshausen, Nicolai (2006). "Quantile Regression Forests" (PDF). Journal of Machine Learning Research. 7 (6): 983–999.

jstor.org (Global: 23^rd place; English: 15^th place)

Cade, Brian S.; Noon, Barry R. (2003). "A gentle introduction to quantile regression for ecologists" (PDF). Frontiers in Ecology and the Environment. 1 (8): 412–420. doi:10.2307/3868138. JSTOR 3868138.

kobe-u.ac.jp (Global: 9,009^th place; English: low place)

b.kobe-u.ac.jp

Kozumi, H.; Kobayashi, G. (2011). "Gibbs sampling methods for Bayesian quantile regression" (PDF). Journal of Statistical Computation and Simulation. 81 (11): 1565–1578. doi:10.1080/00949655.2010.496117. S2CID 44015988.

mathworks.com (Global: low place; English: 9,012^th place)

"quantreg(x,y,tau,order,Nboot) - File Exchange - MATLAB Central". www.mathworks.com. Archived from the original on 2016-03-12. Retrieved 2016-02-01.

nber.org (Global: 3,811^th place; English: 2,424^th place)

papers.nber.org

Angrist, J.; Chernozhukov, V.; Fernandez-Val, I. (2006). "Quantile Regression under Misspecification, with an Application to the U.S. Wage Structure" (PDF). Econometrica. 74 (2): 539–563. doi:10.1111/j.1468-0262.2006.00671.x.

nih.gov (Global: 5^th place; English: 5^th place)

pubmed.ncbi.nlm.nih.gov

Wei, Y.; Pere, A.; Koenker, R.; He, X. (2006). "Quantile Regression Methods for Reference Growth Charts". Statistics in Medicine. 25 (8): 1369–1382. doi:10.1002/sim.2271. PMID 16143984. S2CID 7830193.

psu.edu (Global: 299^th place; English: 159^th place)

citeseerx.ist.psu.edu

Wang, H.; Wang, L. (2009). "Locally Weighted Censored Quantile Regression". Journal of the American Statistical Association. 104 (487): 1117–1128. CiteSeerX 10.1.1.504.796. doi:10.1198/jasa.2009.tm08230. S2CID 34494316. {{cite journal}}: Cite uses deprecated parameter |citeseerx= (help)

pypi.org (Global: 3,588^th place; English: low place)

"Regressionizer". PyPI.org. Retrieved 17 February 2026.

r-project.org (Global: low place; English: 9,320^th place)

cran.r-project.org

"quantreg: Quantile Regression". R Project. 2018-12-18.
"gbm: Generalized Boosted Regression Models". R Project. 2019-01-14.
"quantregForest: Quantile Regression Forests". R Project. 2017-12-19.
"qrnn: Quantile Regression Neural Networks". R Project. 2018-06-26.
"qgam: Smooth Additive Quantile Regression Models". R Project. 2019-05-23.

sas.com (Global: low place; English: low place)

www2.sas.com

"An Introduction to Quantile Regression and the QUANTREG Procedure" (PDF). SAS Support.

support.sas.com

"The QUANTSELECT Procedure". SAS Support. Archived from the original on 2022-01-12. Retrieved 2022-01-12.

scikit-garden.github.io (Global: low place; English: low place)

"Quantile Regression Forests". Scikit-garden. Retrieved 3 January 2019.

semanticscholar.org (Global: 15^th place; English: 8^th place)

api.semanticscholar.org

Wei, Y.; Pere, A.; Koenker, R.; He, X. (2006). "Quantile Regression Methods for Reference Growth Charts". Statistics in Medicine. 25 (8): 1369–1382. doi:10.1002/sim.2271. PMID 16143984. S2CID 7830193.
Wei, Y.; He, X. (2006). "Conditional Growth Charts (with discussions)". Annals of Statistics. 34 (5): 2069–2097 and 2126–2131. arXiv:math/0702634. doi:10.1214/009053606000000623. S2CID 88516697.
Kocherginsky, M.; He, X.; Mu, Y. (2005). "Practical Confidence Intervals for Regression Quantiles". Journal of Computational and Graphical Statistics. 14 (1): 41–55. doi:10.1198/106186005X27563. S2CID 120598656.
Kozumi, H.; Kobayashi, G. (2011). "Gibbs sampling methods for Bayesian quantile regression" (PDF). Journal of Statistical Computation and Simulation. 81 (11): 1565–1578. doi:10.1080/00949655.2010.496117. S2CID 44015988.
Yang, Y.; Wang, H.X.; He, X. (2016). "Posterior Inference in Bayesian Quantile Regression with Asymmetric Laplace Likelihood". International Statistical Review. 84 (3): 327–344. doi:10.1111/insr.12114. hdl:2027.42/135059. S2CID 14947362.
Yang, Y.; He, X. (2010). "Bayesian empirical likelihood for quantile regression". Annals of Statistics. 40 (2): 1102–1131. arXiv:1207.5378. doi:10.1214/12-AOS1005. S2CID 88519086.
Portnoy, S. L. (2003). "Censored Regression Quantiles". Journal of the American Statistical Association. 98 (464): 1001–1012. doi:10.1198/016214503000000954. S2CID 120674851.
Wang, H.; Wang, L. (2009). "Locally Weighted Censored Quantile Regression". Journal of the American Statistical Association. 104 (487): 1117–1128. CiteSeerX 10.1.1.504.796. doi:10.1198/jasa.2009.tm08230. S2CID 34494316. {{cite journal}}: Cite uses deprecated parameter |citeseerx= (help)
Chernozhukov, Victor; Hong, Han (2002). "Three-Step Censored Quantile Regression and Extramarital Affairs". J. Amer. Statist. Assoc. 97 (459): 872–882. doi:10.1198/016214502388618663. S2CID 1410755.

ssrn.com (Global: 907^th place; English: 529^th place)

Tofallis (2015). "A Better Measure of Relative Prediction Accuracy for Model Selection and Model Estimation", Journal of the Operational Research Society, 66(8):1352-1362.

stata.com (Global: low place; English: low place)

"qreg — Quantile regression" (PDF). Stata Manual.

statsmodels.org (Global: low place; English: low place)

"Statsmodels: Quantile Regression". Statsmodels. Retrieved 15 November 2019.

tandfonline.com (Global: 286^th place; English: 209^th place)

Efficient Quantile Regression for Heteroscedastic Models by, Yoonsuh Jung, Yoonkyung Lee, Steven N. MacEachern, https://www.tandfonline.com/doi/abs/10.1080/00949655.2014.967244?journalCode=gscs20

uiuc.edu (Global: 4,225^th place; English: 3,432^nd place)

econ.uiuc.edu

Cade, Brian S.; Noon, Barry R. (2003). "A gentle introduction to quantile regression for ecologists" (PDF). Frontiers in Ecology and the Environment. 1 (8): 412–420. doi:10.2307/3868138. JSTOR 3868138.
Koenker, Roger (August 1998). "Galton, Edgeworth, Frisch, and prospects for quantile regression in economics" (PDF). UIUC.edu. Retrieved August 22, 2018.

web.archive.org (Global: 1^st place; English: 1^st place)

"quantreg(x,y,tau,order,Nboot) - File Exchange - MATLAB Central". www.mathworks.com. Archived from the original on 2016-03-12. Retrieved 2016-02-01.
"Gretl Command Reference" (PDF). April 2017. Archived from the original (PDF) on 2018-12-15. Retrieved 2017-04-22.
"The QUANTSELECT Procedure". SAS Support. Archived from the original on 2022-01-12. Retrieved 2022-01-12.

wfu.edu (Global: low place; English: 7,408^th place)

ricardo.ecn.wfu.edu

"Gretl Command Reference" (PDF). April 2017. Archived from the original (PDF) on 2018-12-15. Retrieved 2017-04-22.

wolframcloud.com (Global: low place; English: low place)

resources.wolframcloud.com

"QuantileRegression". Wolfram Function Repository. Retrieved 17 February 2026.
"MonadicQuantileRegression". Wolfram Language Paclet Repository. Retrieved 17 February 2026.

worldcat.org (Global: 4^th place; English: 4^th place)

search.worldcat.org

Xu, Mengfan (2023-12-28). "Quantile Regression Model and Its Application Research". Academic Journal of Science and Technology. 8 (3): 172–176. doi:10.54097/vt1qpm59. ISSN 2771-3032.

Quantile regression (English Wikipedia)

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