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Distributed inference for quantile regression processes

21 January 2017

Papers citing "Distributed inference for quantile regression processes"

36 / 36 papers shown

Title
On the asymptotic properties of a bagging estimator with a massive dataset Yuan Gao Riquan Zhang Hansheng Wang 42 1 0 13 Apr 2023
A review of distributed statistical inference Yuan Gao Weidong Liu Hansheng Wang Xiaozhou Wang Yibo Yan Riquan Zhang 74 43 0 13 Apr 2023
Adaptive Data Fusion for Multi-task Non-smooth Optimization Henry Lam Kaizheng Wang Yuhang Wu Yichen Zhang 93 3 0 22 Oct 2022
Communication-efficient Distributed Newton-like Optimization with Gradients and M-estimators Ziyan Yin 77 0 0 13 Jul 2022
Optimal pooling and distributed inference for the tail index and extreme quantiles A. Daouia S. Padoan Gilles Stupfler 53 1 0 04 Nov 2021
Distributed Bootstrap for Simultaneous Inference Under High Dimensionality Yang Yu Shih-Kang Chao Guang Cheng FedML 75 10 0 19 Feb 2021
Distributed ARIMA Models for Ultra-long Time Series Xiaoqian Wang Yanfei Kang Rob J. Hyndman Feng Li AI4TS 107 53 0 19 Jul 2020
Distributed Estimation for Principal Component Analysis: an Enlarged Eigenspace Analysis Xi Chen Jason D. Lee He Li Yun Yang 79 6 0 05 Apr 2020
Distributed Learning with Dependent Samples Zirui Sun Shao-Bo Lin 41 7 0 10 Feb 2020
Optimal subsampling for quantile regression in big data Haiying Wang Yanyuan Ma 139 133 0 28 Jan 2020
$DC^2$ : A Divide-and-conquer Algorithm for Large-scale Kernel Learning with Application to Clustering Ke Alexander Wang Xinran Bian Pan Liu Donghui Yan 112 4 0 16 Nov 2019
Least Squares Approximation for a Distributed System Xuening Zhu Feng Li Hansheng Wang 48 56 0 14 Aug 2019
Communication-Efficient Accurate Statistical Estimation Jianqing Fan Yongyi Guo Kaizheng Wang 56 114 0 12 Jun 2019
WONDER: Weighted one-shot distributed ridge regression in high dimensions Yan Sun Yueqi Sheng OffRL 92 51 0 22 Mar 2019
Distributed Inference for Linear Support Vector Machine Xiaozhou Wang Zhuoyi Yang Xi Chen Weidong Liu 98 65 0 29 Nov 2018
Quantile Regression Under Memory Constraint Xi Chen Weidong Liu Yichen Zhang 99 119 0 18 Oct 2018
Distributed linear regression by averaging Yan Sun Yueqi Sheng FedML 94 66 0 30 Sep 2018
On the Unbiased Asymptotic Normality of Quantile Regression with Fixed Effects A. Galvao J. Gu S. Volgushev 31 26 0 31 Jul 2018
Distributed Statistical Inference for Massive Data Songxi Chen Liuhua Peng 43 27 0 29 May 2018
On Estimation of Conditional Modes Using Multiple Quantile Regressions Hirofumi Ohta Satoshi Hara 29 0 0 23 Dec 2017
An asymptotic analysis of distributed nonparametric methods Botond Szabó Harry Van Zanten 66 46 0 08 Nov 2017
A note on conditional versus joint unconditional weak convergence in bootstrap consistency results Axel Bücher I. Kojadinovic 399 47 0 04 Jun 2017
Additive Partially Linear Models for Massive Heterogeneous Data Binhuan Wang Yixin Fang Heng Lian Hua Liang 52 5 0 13 Jan 2017
A Massive Data Framework for M-Estimators with Cubic-Rate C. Shi Wenbin Lu Rui Song 262 74 0 24 May 2016
Divide and Conquer in Non-standard Problems and the Super-efficiency Phenomenon Moulinath Banerjee C. Durot B. Sen 289 64 0 14 May 2016
Quantile Processes for Semi and Nonparametric Regression Shih-Kang Chao S. Volgushev Guang Cheng 312 25 0 07 Apr 2016
Computational Limits of A Distributed Algorithm For Smoothing Spline Zuofeng Shang Guang Cheng 248 56 0 31 Dec 2015
A subsampled double bootstrap for massive data Srijan Sengupta S. Volgushev Xiaofeng Shao 255 48 0 05 Aug 2015
A Partially Linear Framework for Massive Heterogeneous Data Tianqi Zhao Guang Cheng Han Liu 309 129 0 30 Oct 2014
Cluster-Robust Bootstrap Inference in Quantile Regression Models Andreas Hagemann 273 72 0 26 Jul 2014
Quantile spectral processes: Asymptotic analysis and inference Tobias Kley S. Volgushev Holger Dette Marc Hallin 294 59 0 31 Jan 2014
On statistics, computation and scalability Michael I. Jordan 302 110 0 30 Sep 2013
Divide and Conquer Kernel Ridge Regression: A Distributed Algorithm with Minimax Optimal Rates Yuchen Zhang John C. Duchi Martin J. Wainwright 350 379 0 22 May 2013
Smoothed quantile regression processes for binary response models S. Volgushev MQ 278 4 0 22 Feb 2013
A Scalable Bootstrap for Massive Data Ariel Kleiner Ameet Talwalkar Purnamrita Sarkar Michael I. Jordan 328 410 0 21 Dec 2011
Quantile and Probability Curves Without Crossing Victor Chernozhukov Iván Fernández-Val Alfred Galichon 657 523 0 27 Apr 2007