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High Dimensional Robust Sparse Regression
High-Dimensional Statistics I
Hui Zou: Sparse Convoluted Rank Regression in High Dimensions
Machine Learning: Inference for High-Dimensional Regression
On Robust Regression Estimators in High dimension, Noureddine El Karoui, University of California
Large-scale regression with sparse data
CausalML Book Ch3: Predictive Inference with High-Dimensional Linear Regression
ERPEM 2014 - High Dimensional Estimation: from foundations to Econometric models - Aula 04
EC'18: Strategyproof Linear Regression in High Dimensions
Statistical & Data Science Modelling in High Dimension
Prof. Peter Hall | Variable selection in very high dimensional regression and classification
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Last Updated: August 22, 2026
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