Shujie Ma
Shujie Ma
Associate Professor of Statistics, UC - Riverside
Verified email at ucr.edu - Homepage
Title
Cited by
Cited by
Year
A simultaneous confidence band for sparse longitudinal regression
S Ma, L Yang, RJ Carroll
Statistica Sinica 22, 95, 2012
742012
A concave pairwise fusion approach to subgroup analysis
S Ma, J Huang
Journal of the American Statistical Association 112 (517), 410-423, 2017
582017
Spline-backfitted kernel smoothing of partially linear additive model
S Ma, L Yang
Journal of Statistical Planning and Inference 141 (1), 204-219, 2011
572011
Spline regression in the presence of categorical predictors
S Ma, JS Racine, L Yang
Journal of Applied Econometrics 30 (5), 705-717, 2015
552015
Additive regression splines with irrelevant categorical and continuous regressors
S Ma, JS Racine
Statistica Sinica, 515-541, 2013
482013
Varying index coefficient models
S Ma, PXK Song
Journal of the American Statistical Association 110 (509), 341-356, 2015
452015
Varying coefficient model for gene–environment interaction: a non-linear look
S Ma, L Yang, R Romero, Y Cui
Bioinformatics 27 (15), 2119-2126, 2011
452011
Simultaneous variable selection and estimation in semiparametric modeling of longitudinal/clustered data
S Ma, Q Song, L Wang
Bernoulli 19 (1), 252-274, 2013
352013
Variable screening via quantile partial correlation
S Ma, R Li, CL Tsai
Journal of the American Statistical Association 112 (518), 650-663, 2017
342017
Inference for single-index quantile regression models with profile optimization
S Ma, X He
The Annals of Statistics 44 (3), 1234-1268, 2016
292016
Estimation and inference in functional single-index models
S Ma
Annals of the Institute of Statistical Mathematics 68 (1), 181-208, 2016
242016
A jump-detecting procedure based on spline estimation
S Ma, L Yang
Journal of Nonparametric Statistics 23 (1), 67-81, 2011
212011
Estimation of large dimensional factor models with an unknown number of breaks
S Ma, L Su
Journal of econometrics 207 (1), 1-29, 2018
202018
Partially linear single index models for repeated measurements
S Ma, H Liang, CL Tsai
Journal of Multivariate Analysis 130, 354-375, 2014
182014
Two-step spline estimating equations for generalized additive partially linear models with large cluster sizes
S Ma
The Annals of Statistics 40 (6), 2943-2972, 2012
132012
Estimation and inference in generalized additive coefficient models for nonlinear interactions with high-dimensional covariates
MA Shujie, RJ Carroll, H Liang, S Xu
Annals of statistics 43 (5), 2102, 2015
112015
Reduced-rank regression in sparse multivariate varying-coefficient models with high-dimensional covariates
H Lian, S Ma
arXiv preprint arXiv:1309.6058, 2013
102013
Exploration of heterogeneous treatment effects via concave fusion
S Ma, J Huang, Z Zhang, M Liu
The International Journal of Biostatistics 16 (1), 2019
92019
Semiparametric nonlinear regression for detecting gene and environment interactions
S Ma, S Xu
Journal of Statistical Planning and Inference 156, 31-47, 2015
92015
Testing Alphas in Conditional Time-Varying Factor Models With High-Dimensional Assets
S Ma, W Lan, L Su, CL Tsai
Journal of Business & Economic Statistics 38 (1), 214-227, 2020
82020
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