Estimation and Model Selection for Nonparametric Function-on-Function Regression
, Journal of Computational and Graphical Statistics
, 2022
, 31(3)835-845
Incorporating graphical structure of predictors in sparse quantile regression
, Journal of Business & Economic Statistics
, 2021
, 39(3)783-792
Sequential adaptive variables and subject selection for GEE methods
, Biometrics
, 2020
, 76(2)496-507
Robust inference for subgroup analysis with general transformation models
, Journal of Statistical Planning and Inference
, 2024
, 229106100
A threshold longitudinal Tobit quantile regression model for identification of treatment-sensitive subgroups based on interval-bounded longitudinal measurements and a continuous covariate
, Statistics in Medicine
, 2023
, 424618-4631
Nonparametric random effects functional regression model using Gaussian process priors
, Statistica Sinica
, 2021
, 31(1)53-78
A general robust t-process regression model
, Computational Statistics and Data Analysis
, 2021
, 154
Active learning in multiple-class classification problems via individualized binary models
, Computational Statistics and Data Analysis
, 2020
, 145
Tobit quantile regression of left-censored longitudinal data with informative observation times
, Statistica Sinica
, 2018
, 28527-548
Extended t-process regression models
, Journal of Statistical Planning and Inference
, 2017
, 18938-60
Group Variable Selection for Relative Error Regression
, Journal of Statistical Planning and Inference
, 2016
, 17540-50
Least product relative error estimation
, Journal of Multivariate Analysis
, 2016
, 14491-98
Random weighting approximation for Tobit regression models withlongitudinal data
, Computational Statistics and Data Analysis
, 2014
, 79235-247
Group variable selection and estimation in the tobit censored response model
, Computational Statistics and Data Analysis
, 2013
, 6080-89
Marker selection via maximizing the partial area under the ROC curve of linear risk scores
, Biostatistics
, 2011
, 12(2)369-385
Minimum -divergence estimator and hierarchical testing in loglinear models under product-multinomial sampling
, Journal of Statistical Planning and Inference
, 2009
, 1393488-3500
Distributed sequential estimation procedures
, Canadian Journal of Statistics
, 2024
, 52271-290
Active learning with logistic models featuring simultaneous variable and subject selection
, Communications in Statistics- Simulation and Computation
, 2024
, 53(2)897-911
A robust estimation for the extended t-process regression model
, Statistics and Probability Letters
, 2020
, 157
A relative error-based estimation with an increasing number of parameters
, Communications in Statistics- Theory and Methods
, 2018
, 47196-209
Tobit regression model with parameters of increasing dimensions
, Statistics and Probability Letters
, 2017
, 1201-7
Asymptotic properties of maximum likelihood estimator for two-step logit models
, Statistics and Probability Letters
, 2014
, 85135-143
A parsimonious threshold independent protein feature selection method through the area under receiver operating characteristic urve
, Bioinformatics
, 2007
, 23(20)2788-2794
A composite semiparametric homogeneity test for the distributions of multigroup interval-bounded longitudinal data
, Journal of Biopharmaceutical Statistics
, 2025
, 35(1)58-69
Homogeneity Estimation in Multivariate Generalized Linear Models
, Communications in Mathematics and Statistics
, 2025
, 131143-1175
A nonparametric concurrent regression model with multivariate functional inputs
, Statistics and Its Interface
, 2024
, 1769-78
Composite T-Process Regression Models
, Communications in Mathematics and Statistics
, 2023
, 11307-323
A joint model for longitudinal outcomes with potential ceiling and floor effects and survival times, with applications to analysis of quality of life data from a cancer clinical trial
, Stat
, 2022
, 11(e412)1-11
Bayesian Estimation for the Extended t -process Regression Models with Independent Errors
, Communications in Mathematics and Statistics
, 2021
, 9(3)261-272
H-relative error estimation for multiplicative regression model with random effect
, Computational Statistics
, 2018
, 33623-638