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Publications by Heng Lian

Variable Selection for High-Dimensional Generalized Varying-Coefficient Models

Statistica Sinica

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Variable Selection in Cox Regression Models With Varying Coefficients

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Testing for Constancy in Varying Coefficient Models

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Robust SiZer Approach for Varying Coefficient Models

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Variable Selection for Generalized Linear Mixed Models by L 1-Penalized Estimation

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Linear Hypothesis Testing for High Dimensional Generalized Linear Models

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Joint Bayesian Variable and DAG Selection Consistency for High-Dimensional Regression Models With Network-Structured Covariates

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Regularized Methods for High-Dimensional and Bi-Level Variable Selection

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Variable Selection for Sparse High-Dimensional Nonlinear Regression Models by Combining Nonnegative Garrote and Sure Independence Screening

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