Sijia Xiang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 10

Top Topics

Robust Estimation

Outlier Detection

Blind Source Separation

Top Venues

Commun. Stat. Simul. Comput.

J. Comput. Appl. Math.

Signal Image Video Process.

Publications

Hongpeng Yuan, Sijia Xiang, Weixin Yao
A new bandwidth selection method for nonparametric modal regression based on generalized hyperbolic distributions. Comput. Stat. 39 (4) (2024)
Mingzhan Zhao, Zhiliang Wang, Sijia Xiang, Zhen Zhao
Can we realize nonnegative blind source separation with incomplete matrix? Signal Image Video Process. 17 (4) (2023)
Guangren Yang, Sijia Xiang, Weixin Yao, Lin Xu
Robust estimation and outlier detection for varying-coefficient models via penalized regression. Commun. Stat. Simul. Comput. 51 (10) (2022)
Kai Zeng, Qiang Ma, Jiawen Wu, Sijia Xiang, Tao Shen, Lei Zhang
NLFFTNet: A non-local feature fusion transformer network for multi-scale object detection. Neurocomputing 493 (2022)
Sijia Xiang, Weixin Yao
Nonparametric statistical learning based on modal regression. J. Comput. Appl. Math. 409 (2022)
Sijia Xiang, Weixin Yao
Semiparametric mixtures of regressions with single-index for model based clustering. Adv. Data Anal. Classif. 14 (2) (2020)
Lin Xu, Sijia Xiang, Weixin Yao
Robust maximum Lq-likelihood estimation of joint mean-covariance models for longitudinal data. J. Multivar. Anal. 171 (2019)
Li Yang, Sijia Xiang, Weixin Yao
Robust fitting of mixtures of factor analyzers using the trimmed likelihood estimator. Commun. Stat. Simul. Comput. 46 (2) (2017)
Sijia Xiang, Weixin Yao, Byungtae Seo
Semiparametric mixture: Continuous scale mixture approach. Comput. Stat. Data Anal. 103 (2016)
Meng Li, Sijia Xiang, Weixin Yao
Robust estimation of the number of components for mixtures of linear regression models. Comput. Stat. 31 (4) (2016)