Quantile regression (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Quantile regression" in English language version.

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15doi.org

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archive.org

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

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

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

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.
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.

github.com

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

handle.net

hdl.handle.net

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

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

jstor.org

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

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

"quantreg(x,y,tau,order,Nboot) - File Exchange - MATLAB Central". www.mathworks.com. Retrieved 2016-02-01.

nber.org

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

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

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.

r-project.org

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

www2.sas.com

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

support.sas.com

"The QUANTSELECT Procedure". SAS Support.

scikit-garden.github.io

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

semanticscholar.org

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.
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

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. [1]

stata.com

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

statsmodels.org

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

tandfonline.com

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

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

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

wfu.edu

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

resources.wolframcloud.com

"QuantileRegression". Wolfram Function Repository. Retrieved 14 September 2022.