Robust Inverse Regression for Multivariate Elliptical Functional Data

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Eftychia Solea | Eliana Christou | Jun Song

Component-based Regression for Hybrid Data

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Xiaohu Jiang | Xiuli Du | Yenan Ren | Jinguan Lin

Sufficient Variable Screening for Ultrahigh-Dimensional Right Censored Data via Independence Measures

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Baoying Yang | Qingcong Yuan | Xiangrong Yin

Semiparametric Cure Regression Models with Informative Case K Interval-Censored Failure Time Data

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Yichen Lou | Jianguo Sun | Peijie Wang

Statistical Inference for High Dimensional Regression with Proxy Data

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Sai Li | T. Tony Cai | Hongzhe Li

Integrative Quantile Regression Analysis of Heterogeneous Multisource Data with Privacy Preserving

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Senlin Yuan | Xuerong Chen | Yu Wu | Jianguo Sun

Australia and Western Europe

BOOK CHAPTER published 1 August 2025 in Australia in World Affairs 1976–1980

Authors: J.D.B. Miller

Regression Analysis of Randomized Response Event Time Data

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Chi-Chung Wen | Yi-Hau Chen

Sparse and Debiased Adaptive Huber Regression in Distributed Data: Aggregated and Communication-Efficient Approaches

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Wei Ma | Junzhuo Gao | Lei Wang | Heng Lian

Statistical Inference for High-Dimensional Linear Regression with Blockwise Missing Data

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Fei Xue | Rong Ma | Hongzhe Li

Predictive Data Using Linear Regression in Agricultural Production

JOURNAL ARTICLE published 2025 in International Journal of Information and Decision Sciences

Authors: Carina Dorneles | Clovis Santos

Distributed Logistic Regression for Massive Data with Rare Events

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Xuetong Li | Xuening Zhu | Hansheng Wang

Chapter 5: Answers

BOOK CHAPTER published 31 December 2024 in Decision-Driven Analytics

Point Cloud and Image Data Fusion Methods based on the Least Squares Method

PROCEEDINGS ARTICLE published 22 December 2024 in 2023 8th International Conference on Control, Robotics and Cybernetics (CRC)

Authors: JiaCheng Li | Qing He

Analyzing Bilateral Trade Dynamics between Azerbaijan and Pakistan: A Robust Least Squares Regression Approach

JOURNAL ARTICLE published 15 December 2024 in Journal of Economic Analysis

Authors: Ibrahim Niftiyev

Distributed optimal subsampling for quantile regression with massive data

JOURNAL ARTICLE published December 2024 in Journal of Statistical Planning and Inference

Authors: Yue Chao | Xuejun Ma | Boya Zhu

A general formulation of reweighted least squares fitting

JOURNAL ARTICLE published November 2024 in Mathematics and Computers in Simulation

Authors: Carlotta Giannelli | Sofia Imperatore | Lisa Maria Kreusser | Estefanía Loayza-Romero | Fatemeh Mohammadi | Nelly Villamizar

Modified least squares estimators for Ornstein–Uhlenbeck processes from low-frequency observations

JOURNAL ARTICLE published October 2024 in Applied Mathematics Letters

Authors: Yuecai Han | Yaozhong Hu | Dingwen Zhang

Oversampling techniques for imbalanced data in regression

JOURNAL ARTICLE published October 2024 in Expert Systems with Applications

Authors: Samir Brahim Belhaouari | Ashhadul Islam | Khelil Kassoul | Ala Al-Fuqaha | Abdesselam Bouzerdoum

Distributed identification based partially-coupled recursive generalized extended least squares algorithm for multivariate input–output-error systems with colored noises from observation data

JOURNAL ARTICLE published October 2024 in Journal of Computational and Applied Mathematics

Authors: Qinyao Liu | Feiyan Chen | Qian Guo | Xuchen Wang