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- Oracle inequalities for sparse additive quantile regression in reproducing kernel Hilbert space. The Annals of Statistics 2018. 46:781-813 .
- SiAM: A hybrid of single index models and additive models. Electronic Journal of Statistics 2017. 11:2397-2423 .
- Quantile regression for the single-index coefficient model. Bernoulli 2017. 23:1997-2027 .
- On invertibility of the C-matrix in quadratic inference functions. Stat 2016. 5:279-285 .
- Kernel additive sliced inverse regression. Statistica Sinica 2016. 26:527-546 .
- Model selection of hierarchically structured covariates using elastic net. Electronic Journal of Statistics 2016. 10:3775-3806 .
- Variance function partially linear single-index models. Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2015. 77:171-194 .
- Separation of covariates into nonparametric and parametric parts in high-dimensional partially linear additive models. Statistica Sinica 2015. 25:591-607 .
- Variance function additive partial linear models. Electronic Journal of Statistics 2015. 9:2793-2827 .
- Generalized additive partial linear models for clustered data with diverging number of covariates using GEE. Statistica Sinica 2014. 24:173-196 .
- Variable selection in a partially linear proportional hazards model with a diverging dimensionality. Statistics & Probability Letters 2013. 83:61-69 .
- Partially Linear Structure Selection in Cox Models with Varying Coefficients. Biometrics 2013. 69:348-357 .
- Variable selection for high-dimensional varying coefficient partially linear models via nonconcave penalty. Metrika 2013. 76:887-908 .
- Polynomial spline estimation for generalized varying coefficient partially linear models with a diverging number of components. Metrika 2013. 76:1083-1103 .
- A simple and efficient algorithm for fused lasso signal approximator with convex loss function. Computational Statistics 2013. 28:1699-1714 .
- Shrinkage estimation and selection for multiple functional regression. Statistica Sinica 2013. 23:51-74 .
- Convergence of nonparametric functional regression estimates with functional responses. Electronic Journal of Statistics 2012. 6:1373-1391 .
- Identification of Partially Linear Structure in Additive Models with an Application to Gene Expression Prediction from Sequences. Biometrics 2012. 68:437-445 .
- Variable selection for high-dimensional generalized varying-coefficient models. Statistica Sinica 2012. 22:1563-1588 .
- A note on conditional Akaike information for Poisson regression with random effects. Electronic Journal of Statistics 2012. 6:1-9 .
- Shrinkage estimation for identification of linear components in additive models. Statistics & Probability Letters 2012. 82:225-231 .
- A note on the consistency of Schwartz' criterion in linear quantile regression with the SCAD penalty. Statistics & Probability Letters 2012. 82:1224-1228 .
- On posterior distribution of Bayesian wavelet thresholding. Journal of Statistical Planning and Inference 2011. 141:318-324 .
- Convergence of functional k-nearest neighbor regression estimate with functional responses. Electronic Journal of Statistics 2011. 2011:- .
- Convergence of functional $k$-nearest neighbor regression estimate with functional responses. Electronic Journal of Statistics 2011. 5:31-40 .
- On efficient estimators of two seemingly unrelated regressions. Statistics & Probability Letters 2011. 81:563-570 .
- Semi-varying coefficient models with a diverging number of components. Journal of Multivariate Analysis 2011. 102:1166-1174 .
- Inference of genetic networks from time course expression data using functional regression with Lasso penalty. Communications in Statistics: Theory and Methods 2011. 40:1768-1779 .
- Sparse Bayesian hierarchical modeling of high-dimensional clustering problems. Journal of Multivariate Analysis 2010. 101:1728-1737 .
- Posterior convergence and model estimation in Bayesian change-point problems. Electronic Journal of Statistics 2010. 4:239-253 .
- Cross-validation for comparing multiple density estimation procedures. Statistics & Probability Letters 2009. 79:112-115 .
- On Rates of Convergence for Posterior Distributions Under Misspecification. Communications in Statistics: Theory and Methods 2009. 38:1893-1900 .
- Bayes and Empirical Bayes Inference in Changepoint Problems. Communications in Statistics: Theory and Methods 2008. 38:419-430 .
- Nonlinear functional models for functional responses in reproducing kernel Hilbert spaces. Canadian Journal of Statistics 2007. 35:597-606 .