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Showing 1-10 of 24 results

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High dimensional censored quantile regression

Zheng, Qi, Peng, Limin, and He, Xuming
The Annals of Statistics Volume 46, Number 1 (February 2018), 308-343.

Journal article

Inference for single-index quantile regression models with profile optimization

Ma, Shujie and He, Xuming
The Annals of Statistics Volume 44, Number 3 (June 2016), 1234-1268.

Journal article

Globally adaptive quantile regression with ultra-high dimensional data

Zheng, Qi, Peng, Limin, and He, Xuming
The Annals of Statistics Volume 43, Number 5 (October 2015), 2225-2258.

Journal article

Bayesian quantile regression with approximate likelihood

Feng, Yang, Chen, Yuguo, and He, Xuming
Bernoulli Volume 21, Number 2 (May 2015), 832-850.

Journal article

Bayesian variable selection with shrinking and diffusing priors

Narisetty, Naveen Naidu and He, Xuming
The Annals of Statistics Volume 42, Number 2 (April 2014), 789-817.

Journal article

Statistical inference based on robust low-rank data matrix approximation

Feng, Xingdong and He, Xuming
The Annals of Statistics Volume 42, Number 1 (February 2014), 190-210.

Journal article

Correction: Quantile-adaptive model-free variable screening for high-dimensional heterogeneous data

He, Xuming, Wang, Lan, and Hong, Hyokyoung Grace
The Annals of Statistics Volume 41, Number 5 (October 2013), 2699.

Journal article

Quantile-adaptive model-free variable screening for high-dimensional heterogeneous data

He, Xuming, Wang, Lan, and Hong, Hyokyoung Grace
The Annals of Statistics Volume 41, Number 1 (February 2013), 342-369.

Journal article

Bayesian empirical likelihood for quantile regression

Yang, Yunwen and He, Xuming
The Annals of Statistics Volume 40, Number 2 (April 2012), 1102-1131.

Journal article

Detection of treatment effects by covariate-adjusted expected shortfall

He, Xuming, Hsu, Ya-Hui, and Hu, Mingxiu
The Annals of Applied Statistics Volume 4, Number 4 (December 2010), 2114-2125.

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