← All authors Liya Fu Liaoning University (from arXiv:2601.00603, 2026) · ORCID · OpenAlex
28 papers in scope · 27 published · 1 on the econ.EM arXiv · 332 citations · h-index 10 (over the papers listed here)
Papers (1 of 28)
working paper 2026 · arXiv
Feature Selection for Stock Movement Direction Prediction Using Sparse Support Vector Machine
published 2025 · Applied Stochastic Models in Business and Industry · 2 citations
with Maoxuan Miao, Jinran Wu, Fengjing Cai, Shurong Zheng, You-Gan Wang
Variable selection and structure identification for additive models with longitudinal data
published 2024 · Computational Statistics
with Ting Wang, Yanan Song
Robust penalized empirical likelihood in high dimensional longitudinal data analysis
published 2023 · Journal of Statistical Planning and Inference · 3 citations
with Shuwen Hu, Jiaqi Li
Robust and smoothing variable selection for quantile regression models with longitudinal data
published 2023 · Journal of Statistical Computation and Simulation · 5 citations
with Zhixuan Fu, Yan Song
Analysis of GEE with a mixture working correlation matrix for diverging number of covariates
published 2021 · Journal of Statistical Computation and Simulation · 1 citations
with Lili Xu, Jiahui Li
Robust penalized extreme learning machine regression with applications in wind speed forecasting
published 2021 · Neural Computing and Applications · 27 citations
with Yang Yang, Hu Zhou, Yuchao Gao, Jinran Wu, You-Gan Wang
A robust and efficient variable selection method for linear regression
published 2021 · Journal of Applied Statistics · 5 citations
An efficient Gehan-type estimation for the accelerated failure time model with clustered and censored data
published 2021 · Lifetime Data Analysis · 4 citations · first circulated 2020
Robust regression with asymmetric loss functions
published 2021 · Statistical Methods in Medical Research · 7 citations
with You-Gan Wang
Efficient and doubly-robust methods for variable selection and parameter estimation in longitudinal data analysis
published 2020 · Computational Statistics · 3 citations
Robust Estimation Procedure for Autoregressive Models with Heterogeneity
published 2020 · Environmental Modeling & Assessment · 11 citations
with Aurélien Callens, You-Gan Wang, Benoît Liquet
A working likelihood approach for robust regression
published 2020 · Statistical Methods in Medical Research · 17 citations
with You-Gan Wang, Fengjing Cai
Robust Estimation Using Modified Huber’s Functions With New Tails
published 2018 · Technometrics · 46 citations
Variable selection in generalized estimating equations via empirical likelihood and Gaussian pseudo-likelihood
published 2018 · Communications in Statistics - Simulation and Computation · 6 citations
with Jianwen Xu, Jiamao Zhang
Selection of working correlation structure in generalized estimating equations
published 2017 · Statistics in Medicine · 15 citations
with You-Gan Wang, Yangyang Hao
Variable selection in rank regression for analyzing longitudinal data
published 2016 · Statistical Methods in Medical Research · 9 citations
with You-Gan Wang
A Reliability Test of a Complex System Based on Empirical Likelihood
published 2016 · PLoS ONE · 1 citations
with Yan Zhou, Jun Zhang, Yongchang Hui
Exact test of goodness of fit for binomial distribution
published 2016 · Statistical Papers · 4 citations
with Benchong Li
The Buckley–James Estimator and Induced Smoothing
published 2016 · Australian & New Zealand Journal of Statistics · 4 citations
with You-Gan Wang, Yudong Zhao
Two non parametric methods for change-point detection in distribution
published 2016 · Communication in Statistics-Theory and Methods · 8 citations
with Yan Zhou, Baoxue Zhang
Efficient parameter estimation via Gaussian copulas for quantile regression with longitudinal data
published 2015 · Journal of Multivariate Analysis · 18 citations
with You-Gan Wang
A Gaussian pseudolikelihood approach for quantile regression with repeated measurements
published 2014 · Computational Statistics & Data Analysis
with You-Gan Wang, Min Zhu
Efficient Estimation for Rank‐Based Regression with Clustered Data
published 2012 · Biometrics · 10 citations
with You-Gan Wang
Quantile regression for longitudinal data with a working correlation model
published 2012 · Computational Statistics & Data Analysis · 66 citations
with You-Gan Wang
Rank regression for accelerated failure time model with clustered and censored data
published 2011 · Computational Statistics & Data Analysis · 24 citations
with You-Gan Wang
Nonparametric Rank Regression for Analyzing Water Quality Concentration Data with Multiple Detection Limits
published 2011 · Environmental Science & Technology · 15 citations
with You-Gan Wang
Rank regression for analysis of clustered data: A natural induced smoothing approach
published 2009 · Computational Statistics & Data Analysis · 21 citations
with You-Gan Wang, Zhidong Bai
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