Xuming He

发表

Skinny Gibbs: A Consistent and Scalable Gibbs Sampler for Model Selection

Naveennaidu Narisetty, Juan Shen, Xuming He, 2018, Journal of the American Statistical Association.

The purpose of the Institute is to foster the development and dissemination of the theory and applications of statistics and probability.

Susan A. Murphy, Bradley Efron, Thomas G. Kurtz, 2016 .

Bivariate Downscaling With Asynchronous Measurements

Yunwen Yang, Xuming He, Jingfei Zhang, 2012 .

COBS: qualitatively constrained smoothing via linear programming

Pin T. Ng, Xuming He, Xuming He, 1999, Comput. Stat..

Inference on Low-Rank Data Matrices with Applications to Microarray Data.

Xingdong Feng, Xuming He, Xuming He, 2009, The annals of applied statistics.

3. Statistical Models for Biomedical Research:ROBUST ANALYSIS OF LONGITUDINAL DATA

Wing K. Fung, Bo Fu, Xuming He, 2003 .

A Robust Journey in the New Millennium

Stephen Portnoy, Xuming He, S. Portnoy, 2000 .

ROBUST ANALYSIS OF LONGITUDINAL DATA(Statistical Models for Biomedical Research)

Wing K. Fung, Bo Fu, Xuming He, 2003 .

Statistical Analysis of ROOFER Database from 21 Army Installations: Assessment of Army Membrane Roofing Inventory and Effects of Various Factors on Roof Condition.

David M. Bailey, Douglas G. Simpson, Xuming He, 1997 .

Caricaturing faces to improve identity recognition in low vision simulations: How effective is current-generation automatic assignment of landmark points?

Elinor McKone, Xuming He, Nick Barnes, 2018, PloS one.

Comments on "Two Cultures": What have changed over 20 years?

Xuming He, Jingshen Wang, Xuming He, 2021, Observational Studies.

Bayesian joint-quantile regression

Jianhua Guo, Xuming He, Huixia Judy Wang, 2020, Comput. Stat..

Some asymptotic results on bivariate quantile splines

Stephen Portnoy, Xuming He, S. Portnoy, 2000 .

Detecting Differential Expressions in GeneChip Microarray Studies

Xuming He, Xuming He, H. Wang, 2007 .

An informative subset-based estimator for censored quantile regression

Zhongyi Zhu, Yanlin Tang, Xuming He, 2012 .

Enhanced Quantile Normalization of Microarray Data to Reduce Loss of Information in Gene Expression Profiles

Jianhua Hu, Xuming He, Xuming He, 2007, Biometrics.

A nationwide survey of physician office visits found that inappropriate antibiotic prescriptions were issued for bacterial respiratory tract infections in ambulatory patients.

Xuming He, Steven J Martin, Ying Wei, 2005, Journal of clinical epidemiology.

Dantzig-type penalization for multiple quantile regression with high dimensional covariates

Shuheng Zhou, Seyoung Park, Xuming He, 2017 .

An Enhanced Quantile Approach for Assessing Differential Gene Expressions

Xuming He, Xuming He, H. Wang, 2008, Biometrics.

Robust Estimation in Generalized Partial Linear Models for Clustered Data

Zhongyi Zhu, Xuming He, W. Fung, 2005 .

Bivariate Tensor-Product B-Splines in a Partly Linear Model

Xuming He, Peide Shi, P. Shi, 1996 .

Conditional growth charts

Xuming He, Ying Wei, Xuming He, 2006 .

ON REGRESSION ESTIMATORS WITH DE-NOISED VARIABLES

Hengjian Cui, Lixing Zhu, Xuming He, 2002 .

Power Transformation Toward a Linear Regression Quantile

Xuming He, Xuming He, Yunming Mu, 2007 .

Estimation of High Conditional Quantiles for Heavy-Tailed Distributions

Deyuan Li, Xuming He, Huixia Judy Wang, 2012 .

Quantile regression

Victor Chernozhukov, Antonio F. Galvao, Zhijie Xiao, 2019, Journal of Econometrics.

Modeling and prediction of children’s growth data via functional principal component analysis

Ning-Zhong Shi, Jian Tao, Xuming He, 2009 .

On marginal estimation in a semiparametric model for longitudinal data with time-independent covariates

Xuming He, Mi-Ok Kim, 2002 .

Bivariate quantile smoothing splines

Stephen Portnoy, Pin T. Ng, Xuming He, 1998 .

ASYMPTOTIC DISTRIBUTIONS OF THE MAXIMAL DEPTH ESTIMATORS FOR REGRESSION AND MULITVARIATE LOCATION

Xuming He, Zhi-Dong Bai, 2008 .

HIGH DIMENSIONAL CENSORED QUANTILE REGRESSION.

Limin Peng, Xuming He, Xuming He, 2018, Annals of statistics.

Linear regression after spline transformation

Xuming He, Xuming He, Liji Shen, 1997 .

Markov Chain Marginal Bootstrap

Feifang Hu, Xuming He, Xuming He, 2002 .

Bolus location associated with videofluoroscopic and respirodeglutometric events.

Eva van Leer, Xuming He, Xuming He, 2005, Journal of speech, language, and hearing research : JSLHR.

Quantile Regression : Penalized from : Handbook of Quantile Regression

Roger Koenker, Victor Chernozhukov, Xuming He, 2018 .

Breakdown points of t-type regression estimators

Guangyu Wang, Douglas G. Simpson, Xuming He, 2000 .

Inference for single-index quantile regression models with profile optimization

Xuming He, Shujie Ma, Xuming He, 2016 .

Estimation in a semiparametric model for longitudinal data with unspecified dependence structure

Zhongyi Zhu, Xuming He, W. Fung, 2002 .

M-estimation for linear models with spatially-correlated errors

Hengjian Cui, Kai Wang Ng, Xuming He, 2004 .

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

Lan Wang, Hyokyoung Grace Hong, Xuming He, 2013, 1304.2186.

Robust Direction Estimation

Douglas G. Simpson, Xuming He, D. G. Simpson, 1992 .

Local Influence Analysis for Penalized Gaussian Likelihood Estimators in Partially Linear Models

Xuming He, Wing-Kam Fung, Zhong-Yi Zhu, 2003 .

A Lack-of-Fit Test for Quantile Regression

Xuming He, Xuming He, Lixing Zhu, 2003 .

Effects of Age, Gender, Bolus Volume and Viscosity on Acoustic Signals of Normal Swallowing

Xuming He, Adrienne L. Perlman, 2007 .

Finding the minimal set for collapsible graphical models

Jianhua Guo, Xuming He, Jianhua Guo, 2011 .

Posterior Inference in Bayesian Quantile Regression with Asymmetric Laplace Likelihood

Xuming He, Huixia Judy Wang, Xuming He, 2016 .

Reweighted LS Estimators Converge at the same Rate as the Initial Estimator

Stephen Portnoy, Xuming He, S. Portnoy, 1992 .

Wild bootstrap for quantile regression.

Xingdong Feng, Jianhua Hu, Xuming He, 2011, Biometrika.

Prediction of Functional Status for the Elderly Based on a New Ordinal Regression Model

Hyokyoung Grace Hong, Xuming He, Xuming He, 2010 .

Influence diagnostics and outlier tests for semiparametric mixed models

Wing K. Fung, Xuming He, W. Fung, 2002 .

Extensions of the Markov chain marginal bootstrap

Xuming He, Masha Kocherginsky, 2007 .

A data‐driven approach to conditional screening of high‐dimensional variables

Lan Wang, Hyokyoung Grace Hong, Xuming He, 2016 .

Debiased Inference on Treatment Effect in a High-Dimensional Model

Gongjun Xu, Xuming He, Jingshen Wang, 2019, Journal of the American Statistical Association.

A study of inter-lab and inter-platform agreement of DNA microarray data

Lei Liu, Xuming He, Mark Band, 2005, BMC Genomics.

On the asymptotics of marginal regression splines with longitudinal data

Zhongyi Zhu, Wing K. Fung, Xuming He, 2008 .

Bent Line Quantile Regression with Application to an Allometric Study of Land Mammals' Speed and Mass

Xuming He, Ying Wei, Rick Chappell, 2011, Biometrics.

Efficient randomized-adaptive designs

Feifang Hu, Xuming He, Li-Xin Zhang, 2009, 0908.3435.

Asymptotic distributions of principal components based on robust dispersions

Hengjian Cui, Kai W. Ng, Xuming He, 2003 .

Monotone B-Spline Smoothing

Xuming He, Peide Shi, P. Shi, 1998 .

Singular Value Decomposition–Based Alternative Splicing Detection

Jianhua Hu, Ralf Krahe, Xuming He, 2009, Journal of the American Statistical Association.

Dimension reduction based on constrained canonical correlation and variable filtering

Xuming He, Jianhui Zhou, Xuming He, 2008, 0808.0977.