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On weighted and locally polynomial directional quantile regression

JOURNAL ARTICLE published September 2017 in Computational Statistics

Research funded by Czech Science Foundation (GA14-07234S)

Authors: Pavel Boček | Miroslav Šiman

https://doi.org/10.1007/s00180-016-0708-9 Actions

Elliptical multiple-output quantile regression and convex optimization

JOURNAL ARTICLE published February 2016 in Statistics & Probability Letters

Research funded by Belgian government (P7/06) | Australian Research Council (DP150100210)

Authors: Marc Hallin | Miroslav Šiman

https://doi.org/10.1016/j.spl.2015.11.021 Actions

Computing multiple-output regression quantile regions from projection quantiles

JOURNAL ARTICLE published March 2012 in Computational Statistics

Authors: Davy Paindaveine | Miroslav Šiman

https://doi.org/10.1007/s00180-011-0231-y Actions

Testing axial symmetry by means of directional regression quantiles

JOURNAL ARTICLE published 1 January 2021 in Electronic Journal of Statistics

Authors: Šárka Hudecová | Miroslav Šiman

https://doi.org/10.1214/21-ejs1850 Actions

Computing multiple-output regression quantile regions

JOURNAL ARTICLE published April 2012 in Computational Statistics & Data Analysis

Research funded by Fédération Wallonie-Bruxelles (1M06047)

Authors: Davy Paindaveine | Miroslav Šiman

https://doi.org/10.1016/j.csda.2010.11.014 Actions

Adaptive LASSO model selection in a multiphase quantile regression

JOURNAL ARTICLE published 2 September 2016 in Statistics

Authors: Gabriela Ciuperca

https://doi.org/10.1080/02331888.2016.1151427 Actions

Variable selection in additive quantile regression using nonconcave penalty

JOURNAL ARTICLE published November 2016 in Statistics

Authors: Kaifeng Zhao | Heng Lian

https://doi.org/10.1080/02331888.2016.1221954 Actions

Bayesian quantile regression-based nonlinear mixed-effects joint models for time-to-event and longitudinal data with multiple features

JOURNAL ARTICLE published 30 December 2016 in Statistics in Medicine

Authors: Yangxin Huang | Jiaqing Chen

https://doi.org/10.1002/sim.7092 Actions

Local asymptotics for nonparametric quantile regression with regression splines

JOURNAL ARTICLE published October 2016 in Statistics & Probability Letters

Authors: Weihua Zhao | Heng Lian

https://doi.org/10.1016/j.spl.2016.06.002 Actions

Quantile regression for single-index-coefficient regression models

JOURNAL ARTICLE published March 2016 in Statistics & Probability Letters

Authors: Rong Jiang | Wei-Min Qian

https://doi.org/10.1016/j.spl.2015.09.022 Actions

Weighted quantile regression with missing covariates using empirical likelihood

JOURNAL ARTICLE published 2 January 2016 in Statistics

Authors: Tianqing Liu | Xiaohui Yuan

https://doi.org/10.1080/02331888.2015.1033164 Actions

Finite mixtures of quantile and M-quantile regression models

JOURNAL ARTICLE published March 2017 in Statistics and Computing

Authors: Marco Alfò | Nicola Salvati | Ranalli M. Giovanna

https://doi.org/10.1007/s11222-016-9638-1 Actions

Bayesian Analysis of Composite Quantile Regression

JOURNAL ARTICLE published October 2016 in Statistics in Biosciences

Authors: Rahim Alhamzawi

https://doi.org/10.1007/s12561-016-9158-8 Actions

Composite quantile regression for single-index models with asymmetric errors

JOURNAL ARTICLE published March 2016 in Computational Statistics

Research funded by National Natural Science Foundation of China (NSFC), Tianyuan fund for Mathematics (11426126) | Natural Science Foundation of Shandong Province, China (ZR2014AP007) | Doctoral Scientific Research Foundation of Ludong University (LY2014001)

Authors: Jing Sun

https://doi.org/10.1007/s00180-016-0645-7 Actions

Support vector quantile regression with varying coefficients

JOURNAL ARTICLE published September 2016 in Computational Statistics

Research funded by National Research Foundation of Korea (KR) (2015R1D1A1A01056582) | Korea Institute of Energy Technology Evaluation and Planning (20154030200830) | National Research Foundation of Korea (KR) (2011-0009705)

Authors: Jooyong Shim | Changha Hwang | Kyungha Seok

https://doi.org/10.1007/s00180-016-0647-5 Actions

Multivariate quantiles with both overall and directional probability interpretation

JOURNAL ARTICLE published December 2022 in Scandinavian Journal of Statistics

Research funded by Grantová Agentura České Republiky (GA17‐07384S) | Grantová Agentura, Univerzita Karlova (PRIMUS/17/SCI/03)

Authors: Daniel Hlubinka | Lukáš Kotík | Miroslav Šiman

https://doi.org/10.1111/sjos.12603 Actions

Multivariate quantiles and multiple-output regression quantiles: From L1 optimization to halfspace depth

JOURNAL ARTICLE published 1 April 2010 in The Annals of Statistics

Authors: Marc Hallin | Davy Paindaveine | Miroslav Šiman

https://doi.org/10.1214/09-aos723 Actions

Regression Quantile and Averaged Regression Quantile Processes

BOOK CHAPTER published 2017 in Analytical Methods in Statistics

Authors: Jana Jurečková

https://doi.org/10.1007/978-3-319-51313-3_3 Actions

Multivariate Process Capability Indices: A Directional Approach

JOURNAL ARTICLE published 3 May 2014 in Communications in Statistics - Theory and Methods

Authors: Miroslav Šiman

https://doi.org/10.1080/03610926.2012.677926 Actions

Saddlepoint tests for quantile regression

JOURNAL ARTICLE published September 2016 in Canadian Journal of Statistics

Authors: Elvezio Ronchetti | Radka Sabolová

https://doi.org/10.1002/cjs.11288 Actions
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