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Journal of Multivariate Analysis, Volume 213
Volume 213, 2026
- Wenjuan Li, Hongming Pei, Ali Jiang, Fei Chen

:
A general framework to extend sufficient dimension reductions to the cases of the mixture multivariate elliptical distributions. 105551 - Lei Ge, Rong Liu, Tao Hu

, Jianguo Sun:
Simultaneous variable selection and estimation of multivariate panel count data. 105559 - Hanteng Ma, Peijun Sang, Xingdong Feng, Xin Liu

:
A robust mixed functional classifier with adaptive large margin loss. 105563 - Yu Han, Peng Luo, Wei Zhang

, Xiang Gu:
Bounds and identification on direct and indirect effects under partially observed mediator-endpoint confounders. 105565 - Jiaqi Hu

, Tingyin Wang, Xueqin Wang
:
Robust factor analysis with exponential squared loss. 105567 - Jie Wu, Bo Zhang, Daoji Li

, Zemin Zheng:
Simultaneous heterogeneity and reduced-rank learning for multivariate response regression. 105578 - Ruru Ma, Shibin Zhang

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Multiplier and empirical subsample bootstraps for maxima in high dimensional time series analysis. 105579 - Lauri Heinonen

, Joni Virta
:
A method for sparse and robust independent component analysis. 105587 - Masashi Hyodo

, Takahiro Nishiyama, Shoichi Narita:
Low dimensional factor model-based tests for assessing vector correlation in high-dimensional settings. 105588 - Tetsuya Umino

, Kazuyoshi Yata
, Makoto Aoshima
:
Automatic sparse estimation of the high-dimensional cross-covariance matrix. 105590 - Minxuan Wu

, Joseph Antonelli, Zhihua Su:
Envelope-based partial least squares in functional regression. 105592 - Shu-Yu Li, Han-Ying Liang:

Subgroup effect quantile regression with high dimensional missing panel data. 105593 - Luoyao Yu, Rongzhu Zhao, Jiaqi Huang, Lixing Zhu, Xuehu Zhu:

A sparse dimension-reduced subspace-based approach for detecting multiple change points in high-dimensional data. 105594 - Yuliang Bai, Niansheng Tang

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Model-free feature screening for ultrahigh dimensional data with responses missing not at random. 105605 - Nicolas Marie:

Nonparametric estimation from correlated copies of a drifted process. 105607

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