Xuming He

发表

Bayesian variable selection with shrinking and diffusing priors

N. Narisetty, Xuming He, 2014, 1405.6545.

Three-step estimation in linear mixed models with skew-t distributions

Xuming He, Tianyue Zhou, 2008 .

High Breakdown Estimation for Multiple Populations with Applications to Discriminant Analysis

W. Fung, Xuming He, 2000 .

Quantile Curves without Crossing

Xuming He, 1997 .

A data-adaptive knot selection scheme for fitting splines

Zuowei Shen, Lixin Shen, Xuming He, 2001, IEEE Signal Process. Lett..

Quantile Regression Estimates for a Class of Linear and Partially Linear Errors-in-Variables Models

Xuming He, Hua Liang, 1997 .

Median regression for longitudinal data

W. Fung, Xuming He, B. Fu, 2003, Statistics in medicine.

On the limiting distributions of multivariate depth-based rank sum statistics and related tests

Xuming He, Y. Zuo, 2006, 0708.0167.

Quantile regression

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

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

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

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

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

Convergence of depth contours for multivariate datasets

G. Wang, Xuming He, 1997 .

Asymptotics Of The Deepest Line

S. Portnoy, Xuming He, 1998 .

Asymptotic distributions of the maximal depth estimators for regression and multivariate location

Z. Bai, Xuming He, 1999 .

Regression Depth: Comment

Xuming He, 1999 .

Regression depth. Commentaries. Rejoinder

Regina Y. Liu, David J. Olive, D. Ruppert, 1999 .

On the Stahel-Donoho estimator and depth-weighted means of multivariate data

Xuming He, Y. Zuo, H. Cui, 2003 .

Robust low-rank data matrix approximations

Xuming He, Xingdong Feng, 2017 .

Quantile regression methods for reference growth charts

R. Koenker, Xuming He, Ying Wei, 2006, Statistics in medicine.

Practical Confidence Intervals for Regression Quantiles

Xuming He, M. Kocherginsky, Yunming Mu, 2005 .

Bayesian empirical likelihood for quantile regression

Xuming He, Yunwen Yang, 2012, 1207.5378.

Bayesian quantile regression with approximate likelihood

Yuguo Chen, Xuming He, Yang Feng, 2015, 1506.00834.

Inference for Subgroup Analysis With a Structured Logistic-Normal Mixture Model

Xuming He, Juan Shen, 2015 .

On Parameters of Increasing Dimensions

Q. Shao, Xuming He, 2000 .

Lower Bounds for Contamination Bias: Globally Minimax Versus Locally Linear Estimation

D. G. Simpson, Xuming He, D. Simpson, 1993 .

Breakdown robustness of tests

D. G. Simpson, S. Portnoy, Xuming He, 1990 .

A general bahadur representation of M-estimators and its application to linear regression with nonstochastic designs

Q. Shao, Xuming He, 1996 .

Bahadur efficiency and robustness of studentized score tests

Q. Shao, Xuming He, 1996 .

Bounded Influence and High Breakdown Point Testing Procedures in Linear Models

Xuming He, M. Markatou, 1994 .

On median-type estimators of direction for the von Mises-Fisher distribution

Xuming He, Y. Chan, 1993 .

A local breakdown property of robust tests in linear regression

Xuming He, 1991 .

TAIL BEHAVIOR OF REGRESSION ESTIMATORS AND THEIR BREAKDOWN POINTS

Xuming He, 1990 .

Convergence rate of b-spline estimators of nonparametric conditional quantile functions ∗

P. Shi, Xuming He, 1994 .

Quantile splines with several covariates

Pin T. Ng, Xuming He, P. Ng, 1999 .

Asymptotic distributions of principal components based on robust dispersions

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

Robust Direction Estimation

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

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

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

Detecting Differential Expressions in GeneChip Microarray Studies

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

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

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

Conditional growth charts

Xuming He, Ying Wei, Xuming He, 2006 .

Inference for single-index quantile regression models with profile optimization

Xuming He, Shujie Ma, Xuming He, 2016 .

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

Xuming He, Lan Wang, H. Hong, 2013 .

Mini-Workshop: Frontiers in Quantile Regression

V. Chernozhukov, R. Koenker, H. Dette, 2012 .

Lower Rank Approximation of Matrices Based on Fast and Robust Alternating Regression

Xuming He, Ying Wei, Colin Chen, 2008 .

Discussion of "Breakdown and groups" by P. L. Davies and U. Gather

Xuming He, 2005, math/0508501.

Smoothed Quantile Regression with Large-Scale Inference.

Kean Ming Tan, Wen-Xin Zhou, Xuming He, 2020, Journal of econometrics.

Efficient randomized-adaptive designs

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

Searching for Alternative Splicing With a Joint Model on Probe Measurability and Expression Intensities

Xuming He, J. Hu, Jianhua Hu, 2012 .

Singular Value Decomposition–Based Alternative Splicing Detection

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

M-estimation for linear models with spatially-correlated errors

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

Bolus location associated with videofluoroscopic and respirodeglutometric events.

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

Inference based on adaptive grid selection of probability transforms

Xuming He, Shibin Zhang, 2016 .

Supplement to “ Smoothed Quantile Regression with Large-Scale Inference ”

Kean Ming Tan, Wen-Xin Zhou, Xuming He, 2020 .

Finding the minimal set for collapsible graphical models

Jianhua Guo, Xuming He, Jianhua Guo, 2011 .

Quantile Regression : Penalized from : Handbook of Quantile Regression

Roger Koenker, Victor Chernozhukov, Xuming He, 2018 .

Statistical inference for multiple change‐point models

Weiqi Wang, Xuming He, Zhongyi Zhu, 2020, Scandinavian Journal of Statistics.

Breakdown points of t-type regression estimators

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

A Multistep Protein Lysate Array Quantification Method and its Statistical Properties

Xuming He, Ji-Yeon Yang, 2011, Biometrics.

Generalized F Test and Generalized Deviance Test in Two-Way ANOVA Models for Randomized Trials

Xuming He, Juan Shen, 2014, Journal of biopharmaceutical statistics.

A simple and competitive estimator of location

Xuming He, Y. Chan, 1994 .

A tail-based test to detect differential expression in RNA-sequencing data

Xuming He, J. Hu, J. Ning, 2020, Statistical methods in medical research.

An Enhanced Quantile Approach for Assessing Differential Gene Expressions

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

Some asymptotic results on bivariate quantile splines

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

Breakdown versus efficiency — your perspective matters

Xuming He, 1994 .

A diet high in protein, dairy, and calcium attenuates bone loss over twelve months of weight loss and maintenance relative to a conventional high-carbohydrate diet in adults.

E. Evans, Xuming He, P. Kris-Etherton, 2008, The Journal of nutrition.

Sieve maximum likelihood estimation for doubly semiparametric zero-inflated Poisson models

Xuming He, Hongqi Xue, Ning-Zhong Shi, 2010, J. Multivar. Anal..

Tree-Based Methods and Their Applications

Nan Lin, Xuming He, Douglas Noe, 2006 .

NONPARAMETRIC TESTING FOR RANDOM EFFECTS IN MIXED EFFECTS MODELS BASED ON THE PIECEWISE LINEAR INTERPOLATE OF THE LOG CHARACTERISTIC FUNCTION BY BAVWIDINSI BLANDINE BAWAWANA DISSERTATION

Xuming He, 2012 .

Discussion of "Breakdown and groups" by P. L. Davies and U. Gather

Xuming He, 2005, math/0508501.

Conditional growth charts

Xuming He, Ying Wei, 2006, math/0702634.

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

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

Power Transformation Toward a Linear Regression Quantile

Xuming He, Xuming He, Yunming Mu, 2007 .

Scalable estimation and inference for censored quantile regression process

Kean Ming Tan, Xuming He, Wen-Xin Zhou, 2022, The Annals of Statistics.

ANALYSIS OF GLOBAL AND LOCAL OPTIMA OF REGULARIZED QUANTILE REGRESSION IN HIGH DIMENSIONS: A SUBGRADIENT APPROACH

Xuming He, Lan Wang, 2022, Econometric Theory.

Teledynamic evaluation of oropharyngeal swallowing.

Xuming He, G. Malandraki, A. Perlman, 2011, Journal of speech, language, and hearing research : JSLHR.

From regression rank scores to robust inference for censored quantile regression

Xuming He, Yuan Sun, 2022, Canadian Journal of Statistics.

Robust estimation and inference for expected shortfall regression with many regressors

Kean Ming Tan, Xuming He, Wen-Xin Zhou, 2022, Journal of the Royal Statistical Society Series B: Statistical Methodology.

Bayesian joint-quantile regression

Jianhua Guo, Xuming He, H. Wang, 2020, Computational Statistics.

Statistical inference-based on robust low-rank data matrix approximation

Xuming He, Xingdong Feng, 2014, 1402.6806.

A chi-square test for dimensionality with non-Gaussian data

Xuming He, Z. Bai, 2004 .

Bayesian joint-quantile regression

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

Posterior Inference in Bayesian Quantile Regression with Asymmetric Laplace Likelihood

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

Statistica Sinica

Xuming He, Yunwen Yang, 2022 .

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

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

Posterior Inference for Quantile Regression: Adaptation to Sparsity

Yuanzhi Li, Xuming He, Xuming He, 2021, 2111.00642.

Estimation of High Conditional Quantiles for Heavy-Tailed Distributions

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

Quantile regression with doubly censored data

Xuming He, Stephen Portnoy, Guixian Lin, 2012, Comput. Stat. Data Anal..

Bolus location associated with videofluoroscopic and respirodeglutometric events.

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

A Lack-of-Fit Test for Quantile Regression

Xuming He, Xuming He, Lixing Zhu, 2003 .

Bias Correction in RNA-Seq Short-Read Counts Using Penalized Regression

Ping Ma, Xuming He, David Dalpiaz, 2013 .

Bias Correction in RNA-Seq Short-Read Counts Using Penalized Regression

Xuming He, David Dalpiaz, P. Ma, 2012, Statistics in Biosciences.

Non-parametric quantification of protein lysate arrays

Xuming He, Kevin R. Coombes, Keith A. Baggerly, 2007, Bioinform..

Head impacts during high school football: a biomechanical assessment.

Steven P Broglio, Jacob J Sosnoff, SungHoon Shin, 2009, Journal of athletic training.

Reproducibility Probability Score—incorporating measurement variability across laboratories for gene selection

Sheng Zhong, Leming Shi, Xuming He, 2006, Nature Biotechnology.

Wild bootstrap for quantile regression.

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

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

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

An informative subset-based estimator for censored quantile regression

Zhongyi Zhu, Yanlin Tang, Xuming He, 2012 .

A New Approach to Censored Quantile Regression Estimation

N. Narisetty, Xuming He, Xiao-Rong Yang, 2018 .

Robust Estimation in Generalized Partial Linear Models for Clustered Data

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

Markov Chain Marginal Bootstrap

Feifang Hu, Xuming He, Xuming He, 2002 .

COBS: qualitatively constrained smoothing via linear programming

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

An informative subset-based estimator for censored quantile regression

Xuming He, H. Wang, Zhongyi Zhu, 2011, TEST.

Testing for additivity with B-splines

Xuming He, H. Cui, Li Liu, 2007 .

Longitudinal data analysis using t-type regression

Xuming He, H. Cui, D. Simpson, 2004 .

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.

Inappropriate prescriptions for the aging population of the United States: an analysis of the National Ambulatory Medical Care Survey, 1997

Xuming He, Randi Chen, Boji Huang, 2002, Pharmacoepidemiology and drug safety.

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

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

Dimension reduction based on constrained canonical correlation and variable filtering

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

Linear regression after spline transformation

Xuming He, Xuming He, Liji Shen, 1997 .

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

Shuheng Zhou, Seyoung Park, Xuming He, 2017 .

Dissecting Early Differentially Expressed Genes in a Mixture of Differentiating Embryonic Stem Cells

Sheng Zhong, Feng Hong, Xuming He, 2009, PLoS Comput. Biol..

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

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

Percentile Charts on Correlated Measures

Kai Wang Ng, Xuming He, K. Ng, 2004 .

Marginal versus joint Box–Cox transformation with applications to percentile curve construction for IgG subclasses and blood pressures

Xuming He, K. W. Ng, Jian Shi, 2003, Statistics in medicine.

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

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

On the predictive risk in misspecified quantile regression

Xuming He, Alexander Giessing, 2018, Journal of Econometrics.

Influence diagnostics and outlier tests for semiparametric mixed models

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

Subgroup analysis and adaptive experiments crave for debiasing

Xuming He, Jingshen Wang, 2023, WIREs Computational Statistics.

Inference on Selected Subgroups in Clinical Trials

Xinzhou Guo, Xuming He, Xuming He, 2020, Journal of the American Statistical Association.

LAW OF THE ITERATED LOGARITHM AND INVARIANCE PRINCIPLE FOR M-ESTIMATORS

G. Wang, Xuming He, 1995 .

Inference on multiple correlation coefficients with moderately high dimensional data

Shu-rong Zheng, Xuming He, Dandan Jiang, 2014 .

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

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

3. Statistical Models for Biomedical Research

W. Fung, Xuming He, B. Fu, 2003 .

Monotone B-Spline Smoothing

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

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

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

Estimation of complier expected shortfall treatment effects with a binary instrumental variable

Kean Ming Tan, Xuming He, B. Wei, 2023, Journal of Econometrics.

Detection of treatment effects by covariate-adjusted expected shortfall

Xuming He, Mingxiu Hu, Ya-Hui Hsu, 2010, 1101.1407.

Bayesian analysis of the patterns of biological susceptibility via reversible jump MCMC sampling

Xuming He, Ning-Zhong Shi, Jian Tao, 2011, Comput. Stat. Data Anal..

An Improved Iterative Proportional Scaling Procedure for Gaussian Graphical Models

Jianhua Guo, Xuming He, Ping Feng Xu, 2011 .

Modulation of natural variability on a trend analysis of the updated cohesive SBUV(/2) total ozone

G. C. Tiao, C. Long, D. Wuebbles, 2009 .

GLOBALLY ADAPTIVE QUANTILE REGRESSION WITH ULTRA-HIGH DIMENSIONAL DATA.

Qi Zheng, Xuming He, Limin Peng, 2015, Annals of statistics.

A Robust Quantitative Risk Screening for Subgroup Pursuit in Clinical Trials

Xuming He, Xinzhou Guo, Jianjun Zhou, 2023, Econometrics and Statistics.

Debiased Inference on Treatment Effect in a High-Dimensional Model

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

Reno: regularized non-parametric analysis of protein lysate array data

Bin Li, Xuming He, Feng Liang, 2012, Bioinform..

Comment

S. Portnoy, Xuming He, 2004 .

ON REGRESSION ESTIMATORS WITH DE-NOISED VARIABLES

Hengjian Cui, Lixing Zhu, Xuming He, 2002 .

Robust estimates in generalized partially linear models

G. Boente, Xuming He, Jianhui Zhou, 2006, 0708.0165.

High-Dimensional Expected Shortfall Regression

Kean Ming Tan, Xuming He, Wen-Xin Zhou, 2023, 2307.02695.

A Robust Journey in the New Millennium

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

DIMENSION REDUCTION BASED ON CANONICAL CORRELATION

W. Fung, L. Liu, P. Shi, 2002 .

ESTIMATING THE ROOT OF A NONPARAMETRIC REGRESSION FUNCTION IN A ROBUST FASHION

Xuming He, 1990 .

Treatment Effect Estimation with Efficient Data Aggregation

Xuming He, Snigdha Panigrahi, Jingshen Wang, 2022, 2203.12726.

On the asymptotics of marginal regression splines with longitudinal data

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

Challenges and Opportunities in Statistics and Data Science: Ten Research Areas.

Xihong Lin, Xuming He, Xuming He, 2020, Harvard data science review.

Bivariate quantile smoothing splines

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

Asymptotic distributions of principal components based on robust dispersions

K. Ng, Xuming He, H. Cui, 2003 .

HIGH DIMENSIONAL CENSORED QUANTILE REGRESSION.

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

Bivariate Downscaling With Asynchronous Measurements

Yunwen Yang, Xuming He, Jingfei Zhang, 2012 .

Bivariate Downscaling With Asynchronous Measurements

Xuming He, Yunwen Yang, Jingfei Zhang, 2012, Journal of Agricultural, Biological, and Environmental Statistics.