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Multivariate Linear Regression Approach to Predicting Burn Depth Using Spatial Frequency Domain Imaging

• Authors : Phan, Thinh; Campbell, Christopher A; Makeeva, Nataliya

Subjects: 4006 Communications Engineering (for-2020); 40 Engineering (for-2020); Biomedical Imaging (rcdc)tth2e.2

• Source: Clinical and Translational Biophotonics Translational 2025 in Proceedings Optica Biophotonics Congress 2025 Part of Optica Biophotonics Congress Optics in the Life Sciences

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Benign overfitting in linear regression

• Authors : Bartlett, Peter L; Long, Philip M; Lugosi, Gábor

Subjects: 46 Information and Computing Sciences (for-2020); 4611 Machine Learning (for-2020); Machine Learning and Artificial Intelligence (rcdc)30063 - 30070

• Source: Proceedings of the National Academy of Sciences of the United States of America, vol 117, iss 48

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Physics-based linear regression for high-dimensional forward uncertainty quantification

• Authors : Wang, Ziqi

Subjects: high-dimensional regression; physics-based surrogate modeling; uncertainty quantification

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Benign Overfitting in Linear Regression and Classification

• Authors : Tsigler, Alexander; Bartlett, Peter L.

Subjects: Statistics; Artificial intelligence; Mathematics

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Robust Linear Regression via $\ell_0$ Regularization

• Authors : Liu, Jing; Cosman, Pamela C; Rao, Bhaskar D

Subjects: 40 Engineering (for-2020); 46 Information and Computing Sciences (for-2020); 4006 Communications Engineering (for-2020)698 - 713

• Source: IEEE Transactions on Signal Processing, vol 66, iss 3

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Inference in Linear Regression Models with Many Covariates and Heteroscedasticity

• Authors : Cattaneo, Matias D; Jansson, Michael; Newey, Whitney K

Subjects: Heteroscedasticity; High-dimensional models; Linear regression1350 - 1361

• Source: Journal of the American Statistical Association, vol 113, iss 523

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Two-step regression analysis approach to assess burn wound severity using spatial frequency domain imaging

• Authors : Phan, Thinh; Campbell, Christopher A; Kennedy, Gordon T

Subjects: 40 Engineering (for-2020); 51 Physical Sciences (for-2020); 5104 Condensed Matter Physics (for-2020)

• Source: Journal of Biomedical Optics, vol 31, iss 1

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Assessing the Market for Used Electric Vehicles in California

• Authors : Tal, Gil, PhD; Ramadoss, Trisha

Subjects: Zero emission vehicles; electric vehicles; used cars

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Near-Optimal Algorithms for Gaussians with Huber Contamination: Mean Estimation and Linear Regression

• Authors : Diakonikolas, Ilias; Kane, Daniel M; Pensia, Ankit

Subjects: Psychology; Cognitive Sciences; Machine learning

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Robust linear regression: A review and comparison

• Authors : Yu, Chun; Yao, Weixin

Subjects: 49 Mathematical Sciences (for-2020); 4905 Statistics (for-2020); Breakdown point6261 - 6282

• Source: Communications in Statistics - Simulation and Computation, vol 46, iss 8

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