Yanyuan Ma - Publications

Affiliations: 
Texas A & M University, College Station, TX, United States 
Area:
Statistics

95 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Li M, Ma Y. Robust estimation of mean-variance relation. Statistics in Medicine. PMID 37994214 DOI: 10.1002/sim.9970  0.427
2023 Jiang F, Zhou Y, Liu J, Ma Y. On high-dimensional Poisson models with measurement error: Hypothesis testing for nonlinear nonconvex optimization. Annals of Statistics. 51: 233-259. PMID 37602147 DOI: 10.1214/22-aos2248  0.51
2022 Dai G, Ma Y, Hasler J, Chen J, Carroll RJ. A robust approach for electronic health record-based case-control studies with contaminated case pools. Biometrics. PMID 35841231 DOI: 10.1111/biom.13721  0.43
2022 Zheng T, Guo J, Ma Y. A two-way additive model with unknown group-specific interactions applied to gene expression data. Biometrical Journal. Biometrische Zeitschrift. PMID 35524713 DOI: 10.1002/bimj.202100282  0.384
2021 Ghosh T, Ma Y, de Luna X. Sufficient Dimension Reduction for Feasible and Robust Estimation of Average Causal Effect. Statistica Sinica. 31: 821-842. PMID 34526756  0.517
2021 Zhu R, Zhang X, Ma Y, Zou G. Model averaging estimation for high-dimensional covariance matrices with a network structure. The Econometrics Journal. 24: 177-197. PMID 33746562 DOI: 10.1093/ectj/utaa030  0.541
2021 Zhang L, Ma Y, Herman D, Chen J. Testing calibration of phenotyping models using positive-only electronic health record data. Biostatistics (Oxford, England). PMID 33616157 DOI: 10.1093/biostatistics/kxab003  0.421
2021 Ghosh T, Ma Y, Luna Xd. Sufficient Dimension Reduction for Feasible and Robust Estimation of Average Causal Effect Statistica Sinica. DOI: 10.5705/Ss.202018.0416  0.545
2020 Liu J, Ma Y, Johnstone J. A Goodness-of-fit Test for Zero-Inflated Poisson Mixed Effects Models in Tree Abundance Studies. Computational Statistics & Data Analysis. 144. PMID 32153310 DOI: 10.1016/j.csda.2019.106887  0.3
2020 Jiang F, Baek S, Cao J, Ma Y. A functional single-index model Statistica Sinica. 30: 303-324. DOI: 10.5705/Ss.202018.0013  0.334
2020 Wang H, Ma Y. Optimal subsampling for quantile regression in big data Biometrika. DOI: 10.1093/Biomet/Asaa043  0.306
2020 Ma Y, Wang S, Xu L, Yao W. Semiparametric mixture regression with unspecified error distributions Test. 1-16. DOI: 10.1007/S11749-020-00725-Z  0.643
2020 Wang Q, Ma Y, Yang G. Locally efficient estimation in generalized partially linear model with measurement error in nonlinear function Test. 29: 553-572. DOI: 10.1007/S11749-019-00668-0  0.638
2019 Zhang X, Ma Y, Carroll RJ. MALMEM: model averaging in linear measurement error models. Journal of the Royal Statistical Society. Series B, Statistical Methodology. 81: 763-779. PMID 32863735 DOI: 10.1111/Rssb.12317  0.578
2019 Baek S, Ho YY, Ma Y. Using sufficient direction factor model to analyze latent activities associated with breast cancer survival. Biometrics. PMID 31860141 DOI: 10.1111/Biom.13208  0.379
2019 Liang L, Ma Y, Carroll RJ. A semiparametric efficient estimator in case-control studies for gene-environment independent models. Journal of Multivariate Analysis. 173: 38-50. PMID 31680705 DOI: 10.1016/J.Jmva.2019.01.006  0.465
2019 Wei Y, Ma Y, Garcia TP, Sinha S. A consistent estimator for logistic mixed effect models. The Canadian Journal of Statistics = Revue Canadienne De Statistique. 47: 140-156. PMID 31274953 DOI: 10.1002/Cjs.11482  0.798
2019 Jiang F, Ma Y, Wei Y. Sufficient direction factor model and its application to gene expression quantitative trait loci discovery. Biometrika. 106: 417-432. PMID 31097835 DOI: 10.1093/Biomet/Asz010  0.517
2019 Li M, Ma Y, Li R. Semiparametric regression for measurement error model with heteroscedastic error. Journal of Multivariate Analysis. 171: 320-338. PMID 30799885 DOI: 10.1016/J.Jmva.2018.12.012  0.482
2019 Ma Y, Zhu L. Semiparametric Estimation and Inference of Variance Function with Large Dimensional Covariates Statistica Sinica. DOI: 10.5705/Ss.202017.0084  0.573
2019 Guerrier S, Dupuis-Lozeron E, Ma Y, Victoria-Feser M. Simulation-Based Bias Correction Methods for Complex Models Journal of the American Statistical Association. 114: 146-157. DOI: 10.1080/01621459.2017.1380031  0.605
2019 Kim M, Ma Y. Semiparametric efficient estimators in heteroscedastic error models Annals of the Institute of Statistical Mathematics. 71: 1-28. DOI: 10.1007/S10463-017-0622-0  0.579
2019 Liu J, Ma Y. Locally efficient semiparametric estimators for a class of Poisson models with measurement error Canadian Journal of Statistics-Revue Canadienne De Statistique. 47: 157-181. DOI: 10.1002/Cjs.11483  0.593
2018 Zhao J, Ma Y. Optimal pseudolikelihood estimation in the analysis of multivariate missing data with nonignorable nonresponse. Biometrika. 105: 479-486. PMID 30799873 DOI: 10.1093/Biomet/Asy007  0.595
2018 Liang L, Ma Y, Wei Y, Carroll RJ. Semiparametrically efficient estimation in quantile regression of secondary analysis. Journal of the Royal Statistical Society. Series B, Statistical Methodology. 80: 625-648. PMID 30337833 DOI: 10.1111/Rssb.12272  0.594
2018 Liang L, Carroll R, Ma Y. Dimension reduction and estimation in the secondary analysis of case-control studies. Electronic Journal of Statistics. 12: 1782-1821. PMID 30100949 DOI: 10.1214/18-Ejs1446  0.609
2018 Liu J, Ma Y, Wang L. An alternative robust estimator of average treatment effect in causal inference. Biometrics. PMID 29441521 DOI: 10.1111/Biom.12859  0.596
2018 Jiang F, Ma Y, Yin G. Kernel-based adaptive randomization toward balance in continuous and discrete covariates Statistica Sinica. 28: 2841-2856. DOI: 10.5705/Ss.202016.0538  0.363
2018 Baek S, Komori O, Ma Y. An Optimal Semiparametric Method for Two-group Classification Scandinavian Journal of Statistics. 45: 806-846. DOI: 10.1111/Sjos.12323  0.439
2018 Zhang X, Chiou JM, Ma Y. Functional prediction through averaging estimated functional linear regression models Biometrika. 105: 945-962. DOI: 10.1093/Biomet/Asy041  0.573
2017 Ma S, Ma Y, Wang Y, Kravitz ES, Carroll RJ. A Semiparametric Single-Index Risk Score Across Populations. Journal of the American Statistical Association. 112: 1648-1662. PMID 29520120 DOI: 10.1080/01621459.2016.1222944  0.36
2017 Stalder O, Asher A, Liang L, Carroll RJ, Ma Y, Chatterjee N. Semiparametric analysis of complex polygenic gene-environment interactions in case-control studies. Biometrika. 104: 801-812. PMID 29430038 DOI: 10.1093/Biomet/Asx045  0.452
2017 Zhang X, Wang H, Ma Y, Carroll RJ. Linear Model Selection when Covariates Contain Errors. Journal of the American Statistical Association. 112: 1553-1561. PMID 29416191 DOI: 10.1080/01621459.2016.1219262  0.435
2017 Garcia TP, Ma Y, Marder K, Wang Y. ROBUST MIXED EFFECTS MODEL FOR CLUSTERED FAILURE TIME DATA: APPLICATION TO HUNTINGTON'S DISEASE EVENT MEASURES. The Annals of Applied Statistics. 11: 1085-1116. PMID 29399240 DOI: 10.1214/17-Aoas1038  0.764
2017 Garcia TP, Ma Y. Simultaneous treatment of unspecified heteroskedastic model error distribution and mismeasured covariates for restricted moment models. Journal of Econometrics. 200: 194-206. PMID 29200600 DOI: 10.1016/J.Jeconom.2017.06.005  0.775
2017 Wang Q, Ma Y, Wang Y. Predicting disease Risk by Transformation Models in the Presence of Unspecified Subgroup Membership. Statistica Sinica. 27: 1857-1878. PMID 29097879 DOI: 10.5705/Ss.202016.0199  0.532
2017 Liu J, Ma Y, Zhu L, Carroll RJ. Estimation and inference of error-prone covariate effect in the presence of confounding variables. Electronic Journal of Statistics. 11: 480-501. PMID 28983388 DOI: 10.1214/17-Ejs1242  0.632
2017 Chen K, Ma Y. Analysis of Double Single Index Models. Scandinavian Journal of Statistics, Theory and Applications. 44: 1-20. PMID 28316363 DOI: 10.1111/Sjos.12238  0.506
2017 Xu K, Ma Y, Wang Y. Nonparametric distribution estimation in the presence of familial correlation and censoring Electronic Journal of Statistics. 11: 1928-1948. DOI: 10.1214/17-Ejs1274  0.514
2017 Jiang F, Ma Y, Lee JJ. A second-order semiparametric method for survival analysis, with application to an acquired immune deficiency syndrome clinical trial study Journal of the Royal Statistical Society Series C-Applied Statistics. 66: 833-846. DOI: 10.1111/Rssc.12189  0.54
2017 Zhang Y, Zhu L, Ma Y. Efficient dimension reduction for multivariate response data Journal of Multivariate Analysis. 155: 187-199. DOI: 10.1016/J.Jmva.2017.01.001  0.473
2016 Ma Y, Carroll RJ. Semiparametric Estimation in the Secondary Analysis of Case-Control Studies. Journal of the Royal Statistical Society. Series B, Statistical Methodology. 78: 127-151. PMID 26834506 DOI: 10.1111/Rssb.12107  0.618
2016 Garcia TP, Ma Y. Optimal Estimator for Logistic Model with Distribution-free Random Intercept Scandinavian Journal of Statistics. 43: 156-171. DOI: 10.1111/Sjos.12170  0.793
2016 Sinha S, Ma Y. Analysis of Proportional Odds Models With Censoring and Errors-in-Covariates Journal of the American Statistical Association. 111: 1301-1312. DOI: 10.1080/01621459.2015.1093943  0.627
2015 Garcia TP, Ma Y. Optimal Estimator for Logistic Model with Distribution-free Random Intercept. Scandinavian Journal of Statistics, Theory and Applications. 43: 156-171. PMID 36187208 DOI: 10.1111/sjos.12170  0.789
2015 Xu K, Ma Y, Wang L. Instrument Assisted Regression for Errors in Variables Models with Binary Response. Scandinavian Journal of Statistics, Theory and Applications. 42: 104-117. PMID 26392675 DOI: 10.1111/sjos.12097  0.447
2015 Jiang F, Ma Y, Wang Y. FUSED KERNEL-SPLINE SMOOTHING FOR REPEATEDLY MEASURED OUTCOMES IN A GENERALIZED PARTIALLY LINEAR MODEL WITH FUNCTIONAL SINGLE INDEX. Annals of Statistics. 43: 1929-1958. PMID 26283801 DOI: 10.1214/15-Aos1330  0.61
2015 Yi GY, Ma Y, Spiegelman D, Carroll RJ. Functional and Structural Methods with Mixed Measurement Error and Misclassification in Covariates. Journal of the American Statistical Association. 110: 681-696. PMID 26190876 DOI: 10.1080/01621459.2014.922777  0.435
2015 Chen T, Ma Y, Wang Y. Predicting cumulative risk of disease onset by redistributing weights. Statistics in Medicine. 34: 2427-43. PMID 25847392 DOI: 10.1002/Sim.6499  0.447
2015 Ma Y, Yao W. Flexible estimation of a semiparametric two-component mixture model with one parametric component Electronic Journal of Statistics. 9: 444-474. DOI: 10.1214/15-Ejs1008  0.636
2015 Ma Y, Zhang X. A validated information criterion to determine the structural dimension in dimension reduction models Biometrika. 102: 409-420. DOI: 10.1093/Biomet/Asv004  0.417
2015 Wu Y, Ma Y, Yin G. Smoothed and Corrected Score Approach to Censored Quantile Regression With Measurement Errors Journal of the American Statistical Association. 110: 1670-1683. DOI: 10.1080/01621459.2014.989323  0.634
2014 Qin J, Garcia TP, Ma Y, Tang MX, Marder K, Wang Y. COMBINING ISOTONIC REGRESSION AND EM ALGORITHM TO PREDICT GENETIC RISK UNDER MONOTONICITY CONSTRAINT. The Annals of Applied Statistics. 8: 1182-1208. PMID 25404955 DOI: 10.1214/14-Aoas730  0.749
2014 Sinha S, Ma Y. Semiparametric analysis of linear transformation models with covariate measurement errors. Biometrics. 70: 21-32. PMID 24350758 DOI: 10.1111/Biom.12119  0.593
2014 Ma Y, Wang Y. Nonparametric modeling and analysis of association between Huntington's disease onset and CAG repeats. Statistics in Medicine. 33: 1369-82. PMID 24027120 DOI: 10.1002/Sim.5971  0.502
2014 Ma Y, Wang Y. Estimating disease onset distribution functions in mutation carriers with censored mixture data Journal of the Royal Statistical Society. Series C: Applied Statistics. 63: 1-23. DOI: 10.1111/Rssc.12025  0.536
2014 Ma Y, Zhu L. On estimation efficiency of the central mean subspace Journal of the Royal Statistical Society Series B-Statistical Methodology. 76: 885-901. DOI: 10.1111/Rssb.12044  0.574
2014 Hall P, Ma Y. Quick and easy one-step parameter estimation in differential equations Journal of the Royal Statistical Society Series B-Statistical Methodology. 76: 735-748. DOI: 10.1111/Rssb.12040  0.471
2013 Ma Y, Yin G. Testing Overall and Subpopulation Treatment Effects with Measurement Errors. Statistica Sinica. 23: 1019-1042. PMID 24501537 DOI: 10.5705/Ss.2012.049  0.332
2013 Ma Y, Zhu L. EFFICIENT ESTIMATION IN SUFFICIENT DIMENSION REDUCTION. Annals of Statistics. 41: 250-268. PMID 24058219 DOI: 10.1214/12-Aos1072Supp  0.615
2013 Ma Y, Zhu L. Doubly robust and efficient estimators for heteroscedastic partially linear single-index models allowing high dimensional covariates. Journal of the Royal Statistical Society. Series B, Statistical Methodology. 75: 305-322. PMID 23970823 DOI: 10.1111/J.1467-9868.2012.01040.X  0.636
2013 Ma Y, Zhu L. A Review on Dimension Reduction. International Statistical Review = Revue Internationale De Statistique. 81: 134-150. PMID 23794782 DOI: 10.1111/J.1751-5823.2012.00182.X  0.429
2013 Yin G, Ma Y. Pearson-type goodness-of-fit test with bootstrap maximum likelihood estimation. Electronic Journal of Statistics. 7: 412-427. PMID 23720703 DOI: 10.1214/13-Ejs773  0.538
2013 Ma Y, Kim M, Genton MG. Semiparametric efficient and robust estimation of an unknown symmetric population under arbitrary sample selection bias Journal of the American Statistical Association. 108: 1090-1104. DOI: 10.1080/01621459.2013.816184  0.565
2012 Yi GY, Ma Y, Carroll RJ. A functional generalized method of moments approach for longitudinal studies with missing responses and covariate measurement error. Biometrika. 99: 151-165. PMID 28781377 DOI: 10.1093/Biomet/Asr076  0.439
2012 Wei Y, Ma Y, Carroll RJ. Multiple imputation in quantile regression. Biometrika. 99: 423-438. PMID 24944347 DOI: 10.1093/Biomet/Ass007  0.643
2012 Genton MG, Kim M, Ma Y. Semiparametric location estimation under non-random sampling. Stat. 1: 1-11. PMID 24532858 DOI: 10.1002/sta4.2  0.544
2012 Wang Y, Garcia TP, Ma Y. Nonparametric estimation for censored mixture data with application to the Cooperative Huntington's Observational Research Trial. Journal of the American Statistical Association. 107: 1324-1338. PMID 24489419 DOI: 10.1080/01621459.2012.699353  0.773
2012 Ma Y, Wei Y. ANALYSIS ON CENSORED QUANTILE RESIDUAL LIFE MODEL VIA SPLINE SMOOTHING. Statistica Sinica. 22: 47-68. PMID 24478565 DOI: 10.5705/Ss.2010.161  0.599
2012 Ma Y, Zhu L. A Semiparametric Approach to Dimension Reduction. Journal of the American Statistical Association. 107: 168-179. PMID 23828688 DOI: 10.1080/01621459.2011.646925  0.56
2012 Ma Y, Wang Y. Efficient distribution estimation for data with unobserved sub-population identifiers. Electronic Journal of Statistics. 6: 710-737. PMID 23795232 DOI: 10.1214/12-Ejs690  0.614
2012 Kim M, Ma Y. The efficiency of the second-order nonlinear least squares estimator and its extension. Annals of the Institute of Statistical Mathematics. 64: 751-764. PMID 23794748 DOI: 10.1007/S10463-011-0332-Y  0.611
2012 Chiou JM, Ma Y, Tsai CL. Functional random effect time-varying coefficient model for longitudinal data. Stat. 1: 75-89. PMID 23645939 DOI: 10.1002/sta4.10  0.498
2012 Chen T, Wang Y, Ma Y, Marder K, Langbehn DR. Predicting Disease Onset from Mutation Status Using Proband and Relative Data with Applications to Huntington's Disease. Journal of Probability and Statistics. 2012. PMID 23476655 DOI: 10.1155/2012/375935  0.416
2011 Yin G, Ma Y, Liang F, Yuan Y. Stochastic Generalized Method of Moments. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 20: 714-727. PMID 22375093 DOI: 10.1198/Jcgs.2011.09210  0.483
2011 Ma Y, Hart JD, Carroll RJ. Density Estimation in Several Populations With Uncertain Population Membership. Journal of the American Statistical Association. 106: 1180-1192. PMID 22368314 DOI: 10.1198/Jasa.2011.Tm10798  0.439
2011 Garcia TP, Ma Y, Yin G. Efficiency improvement in a class of survival models through model-free covariate incorporation. Lifetime Data Analysis. 17: 552-65. PMID 21455700 DOI: 10.1007/S10985-011-9195-Z  0.75
2011 Ma Y, Hart JD, Janicki R, Carroll RJ. Local and omnibus goodness-of-fit tests in classical measurement error models. Journal of the Royal Statistical Society. Series B, Statistical Methodology. 73: 81-98. PMID 21339886 DOI: 10.1111/J.1467-9868.2010.00751.X  0.483
2011 Ma Y, Yin G. Censored quantile regression with covariate measurement errors Statistica Sinica. 21: 949. DOI: 10.5705/Ss.2011.041A  0.638
2011 Ma Y, Ronchetti E. Saddlepoint test in measurement error models Journal of the American Statistical Association. 106: 147-156. DOI: 10.1198/Jasa.2011.Tm10031  0.569
2011 Genton MG, Ma Y, Sang H. On the likelihood function of Gaussian max-stable processes Biometrika. 98: 481-488. DOI: 10.1093/Biomet/Asr020  0.441
2011 Ma Y, Genton MG, Parzen E. Asymptotic properties of sample quantiles of discrete distributions Annals of the Institute of Statistical Mathematics. 63: 227-243. DOI: 10.1007/S10463-008-0215-Z  0.407
2010 Ma Y, Li R. Variable Selection in Measurement Error Models. Bernoulli : Official Journal of the Bernoulli Society For Mathematical Statistics and Probability. 16: 274-300. PMID 20209020 DOI: 10.3150/09-Bej205  0.531
2010 Ma Y. A semiparametric efficient estimator in case-control studies Bernoulli. 16: 585-603. DOI: 10.3150/09-Bej210  0.555
2010 Ma Y, Genton MG. Explicit estimating equations for semiparametric generalized linear latent variable models Journal of the Royal Statistical Society. Series B: Statistical Methodology. 72: 475-495. DOI: 10.1111/J.1467-9868.2010.00741.X  0.646
2009 Wang Y, Ma Y, Carroll RJ. Variance estimation in the analysis of microarray data. Journal of the Royal Statistical Society. Series B, Statistical Methodology. 71: 425-445. PMID 19750023 DOI: 10.1111/J.1467-9868.2008.00690.X  0.634
2008 Ma Y, Yin G. Cure Rate Model With Mismeasured Covariates Under Transformation Journal of the American Statistical Association. 103: 743-756. DOI: 10.1198/016214508000000319  0.607
2007 Hall P, Ma Y. Testing the suitability of polynomial models in errors-in-variables problems Annals of Statistics. 35: 2620-2638. DOI: 10.1214/009053607000000361  0.569
2007 Maity A, Ma Y, Carroll RJ. Efficient estimation of population-level summaries in general semiparametric regression models Journal of the American Statistical Association. 102: 123-139. DOI: 10.1198/016214506000001103  0.612
2007 Hall P, Ma Y. Semiparametric estimators of functional measurement error models with unknown error Journal of the Royal Statistical Society Series B-Statistical Methodology. 69: 429-446. DOI: 10.1111/J.1467-9868.2007.00596.X  0.642
2007 Ma Y, Hart JD. Constrained local likelihood estimators for semiparametric skew-normal distributions Biometrika. 94: 119-134. DOI: 10.1093/Biomet/Asm020  0.62
2006 Ma Y, Carroll RJ. Locally efficient estimators for semiparametric models with measurement error Journal of the American Statistical Association. 101: 1465-1474. DOI: 10.1198/016214506000000519  0.63
2006 Ma Y, Chiou JM, Wang N. Efficient semiparametric estimator for heteroscedastic partially linear models Biometrika. 93: 75-84. DOI: 10.1093/Biomet/93.1.75  0.624
2005 Ma Y, Genton MG, Tsiatis AA. Locally efficient semiparametric estimators for generalized skew-elliptical distributions Journal of the American Statistical Association. 100: 980-989. DOI: 10.1198/016214505000000079  0.655
2004 Tsiatis AA, Ma Y. Locally efficient semiparametric estimators for functional measurement error models Biometrika. 91: 835-848. DOI: 10.1093/Biomet/91.4.835  0.628
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