A+INFORMS Journal on ComputingUTD24202335(4): 797-816Convex and Nonconvex Risk-Based Linear Regression at ScaleCan Wu, Ying Cui, Donghui Li, Defeng Sun被引 4阅读 1统计与概率不确定性优化(随机/鲁棒/DRO/CVaR)
EM-T1Risk Analysis202142(6): 1294-1305Vine Regression with Bayes Nets: A Critical Comparison with Traditional Approaches Based on a Case Study on the Effects of Breastfeeding on IQRoger M. Cooke, Harry Joe, Bo Chang被引 3基金开放获取人工智能
A+EconometricaFT50201886(4): 1479-1512A One Covariate at a Time, Multiple Testing Approach to Variable Selection in High-Dimensional Linear Regression ModelsAlexander Chudík, George Kapetanios, M. Hashem Pesaran被引 70阅读 1高影响力 前 10%开放获取统计与概率
A+INFORMS Journal on ComputingUTD24202234(5): 2762-2775L0-Regularized Learning for High-Dimensional Additive Hazards RegressionZemin Zheng, Jie Zhang, Yang Li被引 10阅读 1统计与概率
EM-T1Geomatics, Natural Hazards and Risk202516(1)Interpretable salinization estimation model for Dongying City based on integrated multi-dimensional spectral indices with XGBoost-driven transformationsJicun Yang, Bing Guo, Miao Lu, Baomin Han 等 5 人被引 0基金开放获取环境工程
A+EconometricaFT50202290(3): 967-1027Automatic Debiased Machine Learning of Causal and Structural EffectsVictor Chernozhukov, Whitney K. Newey, Rahul Singh被引 112高影响力 前 1%基金开放获取统计与概率金融风险与机器学习
A+INFORMS Journal on ComputingUTD242026Fast Multinomial Logistic Regression with Group SparsitySheng Fu, Shixiang Li, Kai Yu, Piao Chen 等 5 人被引 0统计与概率金融风险与机器学习
EM-WoSComputers & Industrial Engineering2026221: 112306Cross-printer reproducibility modeling using a Deep Auto-Encoded Multi-Domain Gaussian ProcessLogan Heck, Krystel K. Castillo-Villar, Adel Alaeddini被引 0阅读 1开放获取汽车工程金融风险与机器学习
A+INFORMS Journal on ComputingUTD24202335(5): 1044-1060Simultaneous Dimension Reduction and Variable Selection for Multinomial Logistic RegressionCanhong Wen, Zhenduo Li, Ruipeng Dong, Yijin Ni 等 5 人被引 10统计与概率
A+INFORMS Journal on ComputingUTD24202335(6): 1491-1510ℓ0 Trend FilteringCanhong Wen, Xueqin Wang, Aijun Zhang被引 4统计与概率
EM-WoSComputers & Industrial Engineering2026222: 112390Kernel-based control charts for monitoring functional nonparametric regression processesQiuyan Hu, Jing Wang, Liu Liu被引 0阅读 2开放获取统计、概率与不确定性
A+EconometricaFT50201583(4): 1543-1579Linear Regression for Panel With Unknown Number of Factors as Interactive Fixed EffectsHyungsik Roger Moon, Martin Weidner被引 298阅读 2高影响力 前 1%基金开放获取经济学与计量经济学
EM-T1Natural Hazards and Earth System Sciences202323(12): 3651-3669Forecasting large hail and lightning using additive logistic regression models and the ECMWF reforecastsFrancesco Battaglioli, Pieter Groenemeijer, Ivan Tsonevsky, Tomáš Púčik被引 19基金开放获取大气科学
A+EconometricaFT50202088(5): 2147-2173Analysis of Testing‐Based Forward Model SelectionDamian Kozbur被引 2基金开放获取统计与概率
A+Manufacturing & Service Operations ManagementUTD24FT50202224(5): 2741-2760Online Personalized Assortment Optimization with High-Dimensional Customer Contextual DataSentao Miao, Xiuli Chao被引 27阅读 1高影响力 前 10%管理科学与运筹学
A+Journal of Financial EconomicsUTD24FT502021145(1): 154-177Market efficiency in the age of big dataIAN W. R. MARTIN, Stefan Nagel被引 151开放获取金融
EM-T1Reliability Engineering & System Safety2023239: 109527-109527Advanced virtual model assisted most probable point capturing method for engineering structuresEnyong Zhao, Qihan Wang, Mehrisadat Makki Alamdari, Wei Gao被引 20阅读 1高影响力 前 10%基金开放获取统计、概率与不确定性金融风险与机器学习
EM-T2BMC Public Health2026Cumulative and dimensional associations of adverse childhood experiences with behavioural and developmental outcomes in Chinese preschool children: evidence from the Shanghai Maternal-Child Pairs CohortMaiheliyakezi Tuersunniyazi, Su Liu, Peiqi Ye, Yuwei Zhang 等 6 人被引 0开放获取临床心理学
A+INFORMS Journal on ComputingUTD24202538(3): 982-997Fast Association Recovery in High Dimensions by Parallel LearningRuipeng Dong, Canhong Wen被引 0阅读 1统计与概率
EM-T1Journal of Flood Risk Management201812(S1)A rapid flood inundation model for hazard mapping based on least squares support vector machine regressionMaría Bermúdez, Luís Cea, Jerónimo Puertas被引 115高影响力 前 10%基金开放获取全球变化洪涝风险与减灾