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Goodness-of-fit test of copula functions for semi-parametric univariate time series models

Statistical papers (Berlin, Germany), 2021-08, Vol.62 (4), p.1697-1721

2021

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A single‐index threshold Cox proportional hazard model for identifying a treatment‐sensitive subset based on multiple biomarkers

Statistics in medicine, 2018-10, Vol.37 (23), p.3267-3279

2018

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Dynamically integrated regression model for online auction data

Science China. Mathematics, 2022, Vol.65 (7), p.1531-1552

2022

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Local Partial-Likelihood Estimation for Lifetime Data

The Annals of statistics, 2006-02, Vol.34 (1), p.290-325

2006

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Efficient estimation for the Cox model with varying coefficients

Biometrika, 2012-06, Vol.99 (2), p.379-392

2012

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Summary of changes in plant functional traits and environmental factors in different successional stages of island plants

Sheng tai xue bao, 2019-01, Vol.39 (10), p.3749

2019

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Cluster non‐Gaussian functional data

Biometrics, 2021-09, Vol.77 (3), p.852-865

2021

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Efficient Estimation of the Nonparametric Mean and Covariance Functions for Longitudinal and Sparse Functional Data

Journal of the American Statistical Association, 2018-10, Vol.113 (524), p.1550-1564

2018

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Non-parametric heteroscedastic transformation regression models for skewed data with an application to health care costs

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2008-11, Vol.70 (5), p.1029-1047

2008

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Generalized Factor Model for Ultra-High Dimensional Correlated Variables with Mixed Types

Journal of the American Statistical Association, 2023-04, Vol.118 (542), p.1385-1401

2023

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ORACLE INEQUALITIES FOR SPARSE ADDITIVE QUANTILE REGRESSION IN REPRODUCING KERNEL HILBERT SPACE

The Annals of statistics, 2018-04, Vol.46 (2), p.781-813

2018

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Center‐augmented ℓ2‐type regularization for subgroup learning

Biometrics, 2023-09, Vol.79 (3), p.2157-2170

2023

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Functional Data Analysis with Covariate-Dependent Mean and Covariance Structures

Biometrics, 2023-09, Vol.79 (3), p.2232-2245

2023

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Center-Augmented ℓ 2 -Type Regularization for Subgroup Learning

Biometrics, 2023-09, Vol.79 (3), p.2157-2170

2023

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Two-Directional Simultaneous Inference for High-Dimensional Models

Journal of business & economic statistics, 2024, Vol.42 (1), p.298-309

2024

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Green supply chain game model and contract design: risk neutrality vs. risk aversion

Environmental science and pollution research international, 2022-07, Vol.29 (34), p.51871-51891

2022

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Smoothed rank correlation of the linear transformation regression model

Computational statistics & data analysis, 2013-01, Vol.57 (1), p.615-630

2013

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Supervised structural learning of semiparametric regression on high‐dimensional correlated covariates with applications to eQTL studies

Statistics in medicine, 2023-08, Vol.42 (18), p.3145-3163

2023

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A combined moment equation approach for spatial autoregressive models

Canadian journal of statistics, 2023-07

2023

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Efficient estimation and computation of parameters and nonparametric functions in generalized semi/non-parametric regression models

Journal of econometrics, 2019-12, Vol.213 (2), p.593-607

2019

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Analysis of multivariate non-gaussian functional data: A semiparametric latent process approach

Journal of multivariate analysis, 2022-05, Vol.189, p.104888, Article 104888

2022

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EFFICIENT ESTIMATION AND COMPUTATION IN GENERALIZED VARYING COEFFICIENT MODELS WITH UNKNOWN LINK AND VARIANCE FUNCTIONS FOR LARGE-SCALE DATA

Statistica Sinica, 2022-04, Vol.32 (2), p.847-868

2022

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CONCORDANCE MEASURE-BASED FEATURE SCREENING AND VARIABLE SELECTION

Statistica Sinica, 2017-10, Vol.27 (4), p.1967-1985

2017

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A THRESHOLD VARYING-COEFFICIENT AUTOREGRESSIVE MODEL FOR ANALYZING THE INFLUENCE OF MEDIA REPORTS OF SUICIDE ON THE ACTUAL SUICIDES

Statistica Sinica, 2021

2021

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Robust and efficient estimation for the treatment effect in causal inference and missing data problems

Journal of econometrics, 2018-08, Vol.205 (2), p.363-380

2018

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Goodness-of-fit test of copula functions for semi-parametric univariate time series models

A single‐index threshold Cox proportional hazard model for identifying a treatment‐sensitive subset based on multiple biomarkers

Dynamically integrated regression model for online auction data

Local Partial-Likelihood Estimation for Lifetime Data

Efficient estimation for the Cox model with varying coefficients

Summary of changes in plant functional traits and environmental factors in different successional stages of island plants

Cluster non‐Gaussian functional data

Efficient Estimation of the Nonparametric Mean and Covariance Functions for Longitudinal and Sparse Functional Data

Non-parametric heteroscedastic transformation regression models for skewed data with an application to health care costs

Generalized Factor Model for Ultra-High Dimensional Correlated Variables with Mixed Types

ORACLE INEQUALITIES FOR SPARSE ADDITIVE QUANTILE REGRESSION IN REPRODUCING KERNEL HILBERT SPACE

Center‐augmented ℓ2‐type regularization for subgroup learning

Functional Data Analysis with Covariate-Dependent Mean and Covariance Structures

Center-Augmented ℓ 2 -Type Regularization for Subgroup Learning

Two-Directional Simultaneous Inference for High-Dimensional Models

Green supply chain game model and contract design: risk neutrality vs. risk aversion

Smoothed rank correlation of the linear transformation regression model

Supervised structural learning of semiparametric regression on high‐dimensional correlated covariates with applications to eQTL studies

A combined moment equation approach for spatial autoregressive models

Efficient estimation and computation of parameters and nonparametric functions in generalized semi/non-parametric regression models

Analysis of multivariate non-gaussian functional data: A semiparametric latent process approach

EFFICIENT ESTIMATION AND COMPUTATION IN GENERALIZED VARYING COEFFICIENT MODELS WITH UNKNOWN LINK AND VARIANCE FUNCTIONS FOR LARGE-SCALE DATA

CONCORDANCE MEASURE-BASED FEATURE SCREENING AND VARIABLE SELECTION

A THRESHOLD VARYING-COEFFICIENT AUTOREGRESSIVE MODEL FOR ANALYZING THE INFLUENCE OF MEDIA REPORTS OF SUICIDE ON THE ACTUAL SUICIDES

Robust and efficient estimation for the treatment effect in causal inference and missing data problems

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