Group Variable Selection Methods with Quantile Regression: A Simulation Study. by Hussein Hashem

Subjects: “…variable selection؛ group variable selection؛ quantile regression…”
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Is Seeing Believing? A Practitioner’s Perspective on High-Dimensional Statistical Inference in Cancer Genomics Studies by Kun Fan, Srijana Subedi, Gongshun Yang, Xi Lu, Jie Ren, Cen Wu

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HIMA2: high-dimensional mediation analysis and its application in epigenome-wide DNA methylation data by Chamila Perera, Haixiang Zhang, Yinan Zheng, Lifang Hou, Annie Qu, Cheng Zheng, Ke Xie, Lei Liu

Subjects: “…Variable selection…”
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An interpretable predictive model for bank customers’ income using the eXtreme Gradient Boosting algorithm and the SHAP method: a case study of an Anonymous Chilean Bank by Patricio Salas, Patricio Sáez, Vicente Marchant

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Variational Bayesian Variable Selection in Logistic Regression Based on Spike-and-Slab Lasso by Juanjuan Zhang, Weixian Wang, Mingming Yang, Maozai Tian

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A Penalized Orthogonal Kriging Method for Selecting a Global Trend by Xituo Zhang, Guoxing Gao, Jianxin Zhao, Xinmin Li

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Walking-Age Estimator Based on Gait Parameters Using Kernel Regression by Tomohito Kuroda, Shogo Okamoto, Yasuhiro Akiyama

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Exponential Squared Loss-Based Robust Variable Selection with Prior Information in Linear Regression Models by Hejun Wei, Tian Jin, Yunquan Song

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Variable selection for ordered categorical data in regression analysis: Information criteria vs. lasso by Mototsugu Fukushige

Subjects: “…Variable selection…”
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Selection of Explanatory Variables for Linear Regression Models Estimated on Regional Panel Data by Mieczysław Kowerski

Subjects: “…variable selection…”
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Rapid and Accurate Measurement of Major Soybean Components Using Near-Infrared Spectroscopy by Chenxiao Li, Jiatong Yu, Sheng Wang, Qinglong Zhao, Qian Song, Yanlei Xu

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The more the better or the less the better: LASSO versus random forest in forecasting seasonal precipitation for drought management by Taesam Lee, Yejin Kong, Vijay P Singh

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Joint Screening for Ultra-High Dimensional Multi-Omics Data by Ulrich Kemmo Tsafack, Chien-Wei Lin , Kwang Woo Ahn

Subjects: “…variable selection…”
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Automated Input Variable Selection for Analog Methods Using Genetic Algorithms by P. Horton, O. Martius, S. L. Grimm

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Multiple Regression with Transformations and Variable Selection at the Industrial Scale by Gus Greivel, Soutir Bandyopadhyay, Alexandra M. Newman, Brian G. Thomas

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The Utilization of Partial Least Squares for Simultaneous Feature Selection and Extraction by Elisavet Beki, Ntotsis Kimon

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A Partitioning-Based Approach to Variable Selection in WLW Model for Multivariate Survival Data by Wenjian Tian, Wenquan Cui

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The Application of Near-Infrared Spectroscopy Combined with Chemometrics in the Determination of the Nutrient Composition in Chinese <i>Cyperus esculentus</i> L. by Xiaobo Jiao, Dongliang Guo, Xinjun Zhang, Yunpeng Su, Rong Ma, Lewen Chen, Kun Tian, Jingyu Su, Tangnuer Sahati, Xiahenazi Aierkenjiang, Jingjing Xia, Liqiong Xie

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DTCformer: A Temporal Convolution-Enhanced Autoformer with DILATE Loss for Photovoltaic Power Forecasting by Quanhui Qiu, Dejun Ning, Qiang Guo, Jiang Wei, Huichang Chen, Lihui Sui, Yi Liu, Zibing Du, Shipeng Liu

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Multi-task genomic prediction using gated residual variable selection neural networks by Yuhua Fan, Patrik Waldmann

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