Yanyuan Ma

发表

The efficiency of the second-order nonlinear least squares estimator and its extension

Mijeong Kim, Yanyuan Ma, 2011, Annals of the Institute of Statistical Mathematics.

Locally Efficient Semiparametric Estimators for Generalized Skew-Elliptical Distributions

A. Tsiatis, M. Genton, Yanyuan Ma, 2005 .

Flexible Class of Skew‐Symmetric Distributions

M. Genton, Yanyuan Ma, 2004 .

Variable Selection in Measurement Error Models.

Runze Li, Yanyuan Ma, 2010, Bernoulli : official journal of the Bernoulli Society for Mathematical Statistics and Probability.

Locally Efficient Estimators for Semiparametric Models With Measurement Error

R. Carroll, Yanyuan Ma, 2006 .

Robust nonparametric kernel regression estimator

Yanyuan Ma, Ge Zhao, 2016 .

Smoothed and Corrected Score Approach to Censored Quantile Regression With Measurement Errors

Yanyuan Ma, G. Yin, Yuanshan Wu, 2015 .

Highly Robust Estimation of the Autocovariance Function

M. Genton, Yanyuan Ma, 2000 .

COMBINING ISOTONIC REGRESSION AND EM ALGORITHM TO PREDICT GENETIC RISK UNDER MONOTONICITY CONSTRAINT.

Tanya P. Garcia, Yanyuan Ma, K. Marder, 2014, The annals of applied statistics.

Highly Robust Estimation of Dispersion Matrices

M. Genton, Yanyuan Ma, 2001 .

Robustness properties of dispersion estimators

M. Genton, Yanyuan Ma, 1999 .

Studies in matrix perturbation and robust statistics

Yanyuan Ma, 1999 .

Semiparametric mixture regression with unspecified error distributions

Weixin Yao, Yanyuan Ma, Lin Xu, 2018, TEST.

Cure Rate Model With Mismeasured Covariates Under Transformation

Yanyuan Ma, Guosheng Yin, Yanyuan Ma, 2008 .

Multiple Quantile Modelling via Reduced Rank Regression

Yanyuan Ma, H. Lian, Weihua Zhao, 2019, Statistica Sinica.

Optimal subsampling for quantile regression in big data

Yanyuan Ma, HaiYing Wang, Yanyuan Ma, 2020, Biometrika.

Nongeneric Eigenvalue Perturbations of Jordan Blocks

Alan Edelman, Yanyuan Ma, A. Edelman, 1998 .

Functional prediction through averaging estimated functional linear regression models

Yanyuan Ma, Jeng-Min Chiou, Xinyu Zhang, 2018, Biometrika.

On the likelihood function of Gaussian max-stable processes

Marc G. Genton, Yanyuan Ma, Huiyan Sang, 2011 .

Linear Model Selection When Covariates Contain Errors

Raymond J Carroll, Yanyuan Ma, Xinyu Zhang, 2017, Journal of the American Statistical Association.

Saddlepoint Test in Measurement Error Models

Yanyuan Ma, E. Ronchetti, 2011 .

Semiparametrically efficient estimation in quantile regression of secondary analysis

R. Carroll, Yanyuan Ma, Ying Wei, 2018, Journal of the Royal Statistical Society. Series B, Statistical methodology.

Semiparametric Efficient and Robust Estimation of an Unknown Symmetric Population Under Arbitrary Sample Selection Bias

M. Genton, Mijeong Kim, Yanyuan Ma, 2013 .

Constrained local likelihood estimators for semiparametric skew-normal distributions

Yanyuan Ma, J. Hart, 2007 .

An Inverse Norm Sign Test of Location Parameter for High-Dimensional Data

Yanyuan Ma, Long Feng, Binghui Liu, 2020, Journal of Business & Economic Statistics.

Dimension reduction and estimation in the secondary analysis of case-control studies.

R. Carroll, Yanyuan Ma, Liang Liang, 2018, Electronic journal of statistics.

Testing the suitability of polynomial models in errors-in-variables problems

P. Hall, Yanyuan Ma, 2007, 0803.3007.

Semiparametric regression of mean residual life with censoring and covariate dimension reduction

Yanyuan Ma, Yi Li, Ge Zhao, 2020, 2011.04067.

Instrument Assisted Regression for Errors in Variables Models with Binary Response

Yanyuan Ma, Liqun Wang, Kun Xu, 2015, Scandinavian journal of statistics, theory and applications.

Flexible estimation of a semiparametric two-component mixture model with one parametric component

W. Yao, Yanyuan Ma, 2015 .

Analysis of Double Single Index Models

Yanyuan Ma, Kun Chen, 2017, Scandinavian journal of statistics, theory and applications.

Semiparametric analysis of complex polygenic gene-environment interactions in case-control studies

R. Carroll, Yanyuan Ma, N. Chatterjee, 2017, Biometrika.

Variable Selection in Measurement Error Models1

Runze Li, Yanyuan Ma, R. Li, 2008 .

Electronic Health Record Phenotyping with Internally Assessable Performance (PhIAP) using Anchor-Positive and Unlabeled Patients

Jason H. Moore, Jinbo Chen, Yanyuan Ma, 2019, 1902.10060.

Using sufficient direction factor model to analyze latent activities associated with breast cancer survival

Yanyuan Ma, Yen-Yi Ho, Seungchul Baek, 2019, Biometrics.

Predicting disease Risk by Transformation Models in the Presence of Unspecified Subgroup Membership.

Yanyuan Ma, Yuanjia Wang, Qianqian Wang, 2017, Statistica Sinica.

Estimating Disease Onset Distribution Functions from Censored Mixture Data

Yanyuan Ma, Yuanjia Wang, 2012 .

A two‐way additive model with unknown group‐specific interactions applied to gene expression data

Jianhua Guo, Yanyuan Ma, Tianqi Zheng, 2022, Biometrical journal. Biometrische Zeitschrift.

MALMEM: model averaging in linear measurement error models

R. Carroll, Yanyuan Ma, Xinyu Zhang, 2019, Journal of the Royal Statistical Society. Series B, Statistical methodology.

Matrix-valued Network Autoregression Model with Latent Group Structure

Yanyuan Ma, Xuening Zhu, Yi Ren, 2022, 2212.02107.

Testing for high-dimensional white noise

Yanyuan Ma, Binghui Liu, Long Feng, 2022, 2211.02964.

Semiparametric efficient estimators in heteroscedastic error models

Mijeong Kim, Yanyuan Ma, 2017, Annals of the Institute of Statistical Mathematics.

Flexible Class of Skew‐Symmetric Distributions

M. Genton, Yanyuan Ma, 2004 .

Efficient computational algorithms for approximate optimal designs

Wei Gao, Hon Keung Tony Ng, Yanyuan Ma, 2021, Journal of Statistical Computation and Simulation.

Simulation-Based Bias Correction Methods for Complex Models

Yanyuan Ma, Maria-Pia Victoria-Feser, Stéphane Guerrier, 2018, Journal of the American Statistical Association.

Multiple imputation in quantile regression.

Raymond J Carroll, Yanyuan Ma, Ying Wei, 2012, Biometrika.

Difference-based variance estimation in nonparametric regression with repeated measurement data

Lixing Zhu, Tiejun Tong, Yanyuan Ma, 2015 .

Optimal variance estimation without estimating the mean function

Tiejun Tong, Yanyuan Ma, Yuedong Wang, 2013, 1312.3046.

Non-parametric statistics and robust methods

Yanyuan Ma, Yanyuan Ma, 2008 .

ON CLOSED FORM SEMIPARAMETRIC ESTIMATORS FOR MEASUREMENT ERROR MODELS

A. Tsiatis, Yanyuan Ma, 2006 .

Properties of eigenvalues and eigenvectors of large-dimensional sample correlation matrices

Yanyuan Ma, Yanqing Yin, 2022, The Annals of Applied Probability.

A hierarchical Bayesian approach for parameter estimation in HIV models

Harvey Thomas Banks, Yanyuan Ma, Shuhua Hu, 2005 .

Functional and Structural Methods With Mixed Measurement Error and Misclassification in Covariates

Raymond J Carroll, Grace Y Yi, Yanyuan Ma, 2015, Journal of the American Statistical Association.

A Semiparametric Single-Index Risk Score Across Populations

R. Carroll, Yanyuan Ma, Shujie Ma, 2017, Journal of the American Statistical Association.

Sufficient Dimension Reduction for Feasible and Robust Estimation of Average Causal Effect.

Yanyuan Ma, Trinetri Ghosh, Xavier de Luna, 2018, Statistica Sinica.

Semiparametric Estimation and Inference of Variance Function with Large Dimensional Covariates

Yanyuan Ma, Liping Zhu, 2019, Statistica Sinica.

On estimation efficiency of the central mean subspace

Liping Zhu, Yanyuan Ma, Yanyuan Ma, 2014 .

Efficiency loss and the linearity condition in dimension reduction

Liping Zhu, Yanyuan Ma, Yanyuan Ma, 2013 .

A Review on Dimension Reduction

Liping Zhu, Yanyuan Ma, Yanyuan Ma, 2013, International statistical review = Revue internationale de statistique.

EFFICIENT ESTIMATION IN SUFFICIENT DIMENSION REDUCTION.

Liping Zhu, Yanyuan Ma, Yanyuan Ma, 2013, Annals of statistics.

A Semiparametric Approach to Dimension Reduction

Liping Zhu, Yanyuan Ma, Yanyuan Ma, 2012, Journal of the American Statistical Association.

Optimal Estimator for Logistic Model with Distribution‐free Random Intercept

Tanya P. Garcia, Yanyuan Ma, 2016, Scandinavian journal of statistics, theory and applications.

Inference in high dimensional linear measurement error models

Runze Li, Yanyuan Ma, Mengyan Li, 2020, J. Multivar. Anal..

Simultaneous treatment of unspecified heteroskedastic model error distribution and mismeasured covariates for restricted moment models.

Tanya P. Garcia, Yanyuan Ma, 2017, Journal of econometrics.

A functional generalized method of moments approach for longitudinal studies with missing responses and covariate measurement error

Grace Y. Yi, Raymond J. Carroll, Yanyuan Ma, 2012, Biometrika.

Testing change-point in logistic models with covariate measurement error

Yanyuan Ma, 2012 .

CENSORED QUANTILE REGRESSION WITH COVARIATE MEASUREMENT ERRORS

Yanyuan Ma, Guosheng Yin, Yanyuan Ma, 2011 .

Variance estimation in the analysis of microarray data

Raymond J Carroll, Yanyuan Ma, Yuedong Wang, 2009, Journal of the Royal Statistical Society. Series B, Statistical methodology.

Local and omnibus goodness‐of‐fit tests in classical measurement error models

Raymond J Carroll, Yanyuan Ma, Ryan Janicki, 2011, Journal of the Royal Statistical Society. Series B, Statistical methodology.

Locally efficient semiparametric estimators for a class of Poisson models with measurement error

Yanyuan Ma, Jianxuan Liu, 2019, Canadian Journal of Statistics.

Explicit estimating equations for semiparametric generalized linear latent variable models

Marc G. Genton, Yanyuan Ma, M. Genton, 2010 .

Efficiency improvement in a class of survival models through model-free covariate incorporation

Tanya P Garcia, Yanyuan Ma, Guosheng Yin, 2011, Lifetime data analysis.

Semiparametric median residual life model and inference

Yanyuan Ma, Guosheng Yin, Yanyuan Ma, 2010 .

Asymptotic properties of sample quantiles of discrete distributions

Marc G. Genton, Emanuel Parzen, Yanyuan Ma, 2011 .

Discussion of «Sur une limitation très générale de la dispersion de la médiane» by M. Fréchet

Emanuel Parzen, Yanyuan Ma, Marc G. Genton, 2006 .

FUSED KERNEL-SPLINE SMOOTHING FOR REPEATEDLY MEASURED OUTCOMES IN A GENERALIZED PARTIALLY LINEAR MODEL WITH FUNCTIONAL SINGLE INDEX.

Yanyuan Ma, Yuanjia Wang, F. Jiang, 2015, Annals of statistics.

A Functional Single Index Model

Jiguo Cao, Yanyuan Ma, Seungchul Baek, 2020 .

ANALYSIS ON CENSORED QUANTILE RESIDUAL LIFE MODEL VIA SPLINE SMOOTHING.

Yanyuan Ma, Ying Wei, Yanyuan Ma, 2012, Statistica Sinica.

Efficient estimation in a partially specified nonignorable propensity score model

Yanyuan Ma, Jiwei Zhao, Mengyan Li, 2021, Comput. Stat. Data Anal..

A semiparametric efficient estimator in case-control studies for gene-environment independent models

Liang Liang, Raymond J. Carroll, Yanyuan Ma, 2019, J. Multivar. Anal..

A Versatile Estimation Procedure Without Estimating the Nonignorable Missingness Mechanism

Yanyuan Ma, Jiwei Zhao, Yanyuan Ma, 2019, Journal of the American Statistical Association.

Semiparametric efficient estimators in heteroscedastic error models

Mijeong Kim, Yanyuan Ma, 2019 .

Efficient dimension reduction for multivariate response data

Liping Zhu, Yanyuan Ma, Yaowu Zhang, 2017, J. Multivar. Anal..

Semiparametric estimation in the secondary analysis of case–control studies

Raymond J Carroll, Yanyuan Ma, R. Carroll, 2016, Journal of the Royal Statistical Society. Series B, Statistical methodology.

EFFECTIVE USE OF MULTIPLE ERROR-PRONE COVARIATE MEASUREMENTS IN CAPTURE-RECAPTURE MODELS

Yanyuan Ma, Kun Xu, 2014 .

Journal of the American Statistical Association Nonparametric Estimation for Censored Mixture Data with Application to the Cooperative Huntington's Observational Research Trial Nonparametric Estimation for Censored Mixture Data with Application to the Cooperative Huntington's Observational Research

Tanya P Garcia, Yanyuan Ma, Yuanjia Wang, 2022 .

Semiparametric location estimation under non‐random sampling

M. Genton, Mijeong Kim, Yanyuan Ma, 2012, Stat.

Efficient distribution estimation for data with unobserved sub-population identifiers.

Yanyuan Ma, Yuanjia Wang, Yanyuan Ma, 2012, Electronic journal of statistics.

A semiparametric efficient estimator in case-control studies

Yanyuan Ma, Yanyuan Ma, 2010, 1010.2074.

Semiparametric estimators of functional measurement error models with unknown error

P. Hall, Yanyuan Ma, 2007 .

Locally efficient semiparametric estimators for functional measurement error models

Anastasios A. Tsiatis, Yanyuan Ma, A. Tsiatis, 2004 .

A Flexible Bias Correction Method based on Inconsistent Estimators

Yanyuan Ma, M. Victoria-Feser, S. Guerrier, 2022, 2204.07907.

A one-sided refined symmetrized data aggregation approach to robust mutual fund selection

Yanyuan Ma, Binghui Liu, Long Feng, 2023, Journal of Business & Economic Statistics.

High-dimensional test for alpha in linear factor pricing models with sparse alternatives

Long Feng, Binghui Liu, Yanyuan Ma, 2021, Journal of Econometrics.

High-Dimensional Alpha Test of the Linear Factor Pricing Models With Heavy-Tailed Distributions

Yanyuan Ma, Binghui Liu, Long Feng, 2022, Statistica Sinica.

Locally efficient estimation in generalized partially linear model with measurement error in nonlinear function

Yanyuan Ma, Guangren Yang, Qianqian Wang, 2020, TEST.

Prediction using many samples with models possibly containing partially shared parameters

Yanyuan Ma, Xinyu Zhang, Yizheng Wei, 2023, Journal of Business & Economic Statistics.

ROBUST MIXED EFFECTS MODEL FOR CLUSTERED FAILURE TIME DATA: APPLICATION TO HUNTINGTON'S DISEASE EVENT MEASURES.

Yuanjia Wang, Tanya P Garcia, Yanyuan Ma, 2017, The annals of applied statistics.

Efficient Estimation for Dimension Reduction with Censored Survival Data

Wenbin Lu, Yanyuan Ma, Ge Zhao, 2022 .

Doubly robust and efficient estimators for heteroscedastic partially linear single‐index models allowing high dimensional covariates

Liping Zhu, Yanyuan Ma, Yanyuan Ma, 2013, Journal of the Royal Statistical Society. Series B, Statistical methodology.

Flexible estimation of a semiparametric two-component mixture model with one parametric component

W. Yao, Yanyuan Ma, 2015 .

A second‐order semiparametric method for survival analysis, with application to an acquired immune deficiency syndrome clinical trial study

Yanyuan Ma, F. Jiang, J. Jack Lee, 2017 .

A semiparametric class of generalized skew-elliptical distributions

M. Genton, Yanyuan Ma, 2003 .

Staircase Failures Explained by Orthogonal Versal Forms

Alan Edelman, Yanyuan Ma, A. Edelman, 2000, SIAM J. Matrix Anal. Appl..

Flexible inference of optimal individualized treatment strategy in covariate adjusted randomization with multiple covariates

Yanyuan Ma, Rui Song, Trinetri Ghosh, 2021, Electronic Journal of Statistics.

Quick and easy one‐step parameter estimation in differential equations

Yanyuan Ma, Peter Hall, P. Hall, 2014 .

Semi-supervised approach to event time annotation using longitudinal electronic health records

Tianxi Cai, Yanyuan Ma, Kelly Cho, 2021, Lifetime Data Analysis.

Doubly Flexible Estimation under Label Shift

Yanyuan Ma, Jiwei Zhao, Seong-Ho Lee, 2023, 2307.04250.

Matrix Completion with Covariate Information and Informative Missingness

Yanyuan Ma, Huaqing Jin, Fei Jiang, 2022, J. Mach. Learn. Res..

Estimating disease onset distribution functions in mutation carriers with censored mixture data

Yuanjia Wang, Yanyuan Ma, Yanyuan Ma, 2014 .

A Predictive Based Regression Algorithm for Gene Network Selection

Yanyuan Ma, Samuel Orso, Marco Avella-Medina, 2016, Front. Genet..

Network Functional Varying Coefficient Model

Yanyuan Ma, Xuening Zhu, Zhanrui Cai, 2021, Journal of the American Statistical Association.

Covariate balancing for causal inference on categorical and continuous treatments

Xavier de Luna, Yanyuan Ma, Seong-ho Lee, 2021, Econometrics and Statistics.

Semiparametric regression for measurement error model with heteroscedastic error

Runze Li, Yanyuan Ma, Mengyan Li, 2019, J. Multivar. Anal..

A spline-assisted semiparametric approach to nonparametric measurement error models

Yanyuan Ma, Yanyuan Ma, Fei Jiang, 2018, Econometrics and Statistics.

Functional random effect time‐varying coefficient model for longitudinal data

Yanyuan Ma, Chih-Ling Tsai, Jeng-Min Chiou, 2012, Stat.

A model‐averaging treatment of multiple instruments in Poisson models with errors

Yanyuan Ma, Xinyu Zhang, Xiaomeng Zhang, 2021, Canadian Journal of Statistics.

Locally efficient estimation in generalized partially linear model with measurement error in nonlinear function

Yanyuan Ma, Qianqian Wang, Guangren Yang, 2019, Test (Madrid).

Estimation and inference of error-prone covariate effect in the presence of confounding variables.

R. Carroll, Yanyuan Ma, Liping Zhu, 2017, Electronic journal of statistics.

Linear Model Selection When Covariates Contain Errors

R. Carroll, Yanyuan Ma, Haiying Wang, 2017, Journal of the American Statistical Association.

Transformation and Smoothing in Sample Survey Data

Yanyuan Ma, Alan H. Welsh, Yanyuan Ma, 2010 .

Predicting cumulative risk of disease onset by redistributing weights

Yanyuan Ma, Yuanjia Wang, Tianle Chen, 2015, Statistics in medicine.

Nonparametric modeling and analysis of association between Huntington's disease onset and CAG repeats

Yanyuan Ma, Yuanjia Wang, 2014, Statistics in medicine.

Predicting Disease Onset from Mutation Status Using Proband and Relative Data with Applications to Huntington's Disease.

Yanyuan Ma, Karen Marder, Tianle Chen, 2012, Journal of probability and statistics.

Nonparametric distribution estimation in the presence of familial correlation and censoring

Yanyuan Ma, Yuanjia Wang, Kun Xu, 2017 .

Statistica Sinica Preprint No : SS-2016-0199 R 2 Title Predicting disease Risk by Transformation Models in the Presence of Missing Subgroup Identifiers

Yanyuan Ma, Yuanjia Wang, Qianqian Wang, 2017 .

A maximum likelihood approach to electronic health record phenotyping using positive and unlabeled patients

Naveen Muthu, Yanyuan Ma, Jason H Moore, 2019, J. Am. Medical Informatics Assoc..

Semiparametric approach to estimation of marginal mean effects and marginal quantile effects

Yanyuan Ma, E. Ronchetti, Seong-Ho Lee, 2023, Journal of Econometrics.

Sufficient direction factor model and its application to gene expression quantitative trait loci discovery.

Yanyuan Ma, Ying Wei, F. Jiang, 2019, Biometrika.

A robust approach for electronic health record–based case‐control studies with contaminated case pools

Jinbo Chen, Yanyuan Ma, Guorong Dai, 2022, Biometrics.

On High dimensional Poisson models with measurement error: hypothesis testing for nonlinear nonconvex optimization

Yanyuan Ma, Eqing, iu, 2022, Annals of statistics.

An Optimal Semiparametric Method for Two‐group Classification

Yanyuan Ma, O. Komori, Seungchul Baek, 2018 .

Optimal quantile level selection for disease classification and biomarker discovery with application to electrocardiogram data

Yanyuan Ma, Rong Huang, Shanshan Yu, 2018, Statistical methods in medical research.

Supervised structural learning of semiparametric regression on high‐dimensional correlated covariates with applications to eQTL studies

Yanyuan Ma, Yi Li, Huazhen Lin, 2023, Statistics in medicine.

Pearson-type goodness-of-fit test with bootstrap maximum likelihood estimation.

Yanyuan Ma, Guosheng Yin, Yanyuan Ma, 2013, Electronic journal of statistics.

Efficient semiparametric estimator for heteroscedastic partially linear models

Yanyuan Ma, Naisyin Wang, Jeng-Min Chiou, 2006 .

QUANTILE REGRESSION WITH COVARIATE MEASUREMENT ERRORS

Yanyuan Ma, G. Yin, Yuanshan Wu, 2011 .

Just Identified Indirect Inference Estimator: Accurate Inference through Bias Correction

Yanyuan Ma, S. Guerrier, Mucyo Karemera, 2022, 2204.07907.

Efficient Estimation for Dimension Reduction with Censored Data

Yanyuan Ma, Wenbin Lu, Ge Zhao, 2017, 1710.05377.

COMBINING ISOTONIC REGRESSION AND EM ALGORITHM TO PREDICT GENETIC RISK UNDER MONOTONICITY CONSTRAINT.

Tanya P. Garcia, Yanyuan Ma, K. Marder, 2014, The annals of applied statistics.

Model averaging in a multiplicative heteroscedastic model

Xinyu Zhang, Yanyuan Ma, Alan T. K. Wan, 2017, Econometric Reviews.

Bias Analysis for Misclassification Errors in both the Response Variable and Covariate

Yanyuan Ma, H. Mansell, Juxin Liu, 2022, The American Statistician.

Testing calibration of phenotyping models using positive-only electronic health record data.

Jinbo Chen, Yanyuan Ma, D. Herman, 2021, Biostatistics.

A consistent estimator for logistic mixed effect models

Tanya P. Garcia, Yanyuan Ma, S. Sinha, 2019, Canadian Journal of Statistics-revue Canadienne De Statistique.

Network Autoregression for Incomplete Matrix-Valued Time Series

Fei Wang, Yanyuan Ma, Xuening Zhu, 2023, 2302.02768.