Jinhong You

According to our database, Jinhong You authored at least 20 papers between 2007 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Spline estimation for semiparametric spatio-temporal autoregressive models with irregular locations.

Youquan Pei, Jing Yang, Jinhong You, Chi Zhang

J. Multivar. Anal., 2026

FreDN: Spectral Disentanglement for Time Series Forecasting via Learnable Frequency Decomposition.

Zhongde An, Jinhong You, Jiyanglin Li, Yiming Tang, Wen Li, Heming Du, Shouguo Du

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Quantile Regression and Homogeneity Identification of a Semiparametric Panel Data Model.

Rui Li, Tao Li, Huacheng Su, Jinhong You

J. Comput. Graph. Stat., 2025

Varying-Coefficient Additive Models with Density Responses and Functional Auto-Regressive Error Process.

Zixuan Han, Tao Li, Jinhong You, Narayanaswamy Balakrishnan

Entropy, 2025

A Multi-Scale Decomposition and Fusion Framework Utilizing Mamba for Enhanced Time Series Forecasting.

Wenjun Yu, Wen Li, Kun Zheng, Yiming Tang, Jiyanglin Li, Heming Du, Shouguo Du, Jinhong You

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

2024

Learning Seasonal-Trend Representations and Conditional Heteroskedasticity for Time Series Analysis.

Wen Li, Wenjun Yu, Heming Du, Shouguo Du, Jinhong You, Yiming Tang

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2023

Functional L-Optimality Subsampling for Functional Generalized Linear Models with Massive Data.

Hua Liu, Jinhong You, Jiguo Cao

J. Mach. Learn. Res., 2023

2019

Two-step estimation of time-varying additive model for locally stationary time series.

Lixia Hu, Tao Huang, Jinhong You

Comput. Stat. Data Anal., 2019

2017

Estimation and model identification of longitudinal data time-varying nonparametric models.

Shu Liu, Jinhong You, Heng Lian

J. Multivar. Anal., 2017

Improved estimation of fixed effects panel data partially linear models with heteroscedastic errors.

Jianhua Hu, Jinhong You, Xian Zhou

J. Multivar. Anal., 2017

2016

Semiparametric GMM estimation and variable selection in dynamic panel data models with fixed effects.

Rui Li, Alan T. K. Wan, Jinhong You

Comput. Stat. Data Anal., 2016

2015

SCAD-penalized regression for varying-coefficient models with autoregressive errors.

Jia Qiu, Degao Li, Jinhong You

J. Multivar. Anal., 2015

2014

Model determination and estimation for the growth curve model via group SCAD penalty.

Jianhua Hu, Xin Xin, Jinhong You

J. Multivar. Anal., 2014

Panel data partially linear model with fixed effects, spatial autoregressive error components and unspecified intertemporal correlation.

Jianhua Hu, Fuxiang Liu, Jinhong You

J. Multivar. Anal., 2014

2013

Efficient estimation of seemingly unrelated additive nonparametric regression models.

Yuan Yuan, Jinhong You, Yong Zhou

J. Syst. Sci. Complex., 2013

2011

Difference based estimation for partially linear regression models with measurement errors.

Haibing Zhao, Jinhong You

J. Multivar. Anal., 2011

Statistical inference using a weighted difference-based series approach for partially linear regression models.

Chunrong Ai, Jinhong You, Yong Zhou

J. Multivar. Anal., 2011

2010

Statistical inference for panel data semiparametric partially linear regression models with heteroscedastic errors.

Jinhong You, Xian Zhou, Yong Zhou

J. Multivar. Anal., 2010

2009

Inference on a regression model with noised variables and serially correlated errors.

Jinhong You, Xian Zhou, Li-Xing Zhu

J. Multivar. Anal., 2009

2007

Two-Stage Estimation for Seemingly Unrelated Nonparametric Regression Models.

Jinhong You, Shangyu Xie, Yong Zhou

J. Syst. Sci. Complex., 2007