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Retricted access

Research article

First published 2020-11

Regression shrinkage methods for clinical prediction models do not guarantee improved performance: Simulation study

Ben Van Calster, Maarten van Smeden, Bavo De Cock [...]

Statistical Methods in Medical Research

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Research article

First published 1997-04

Using regression models for prediction: shrinkage and regression to the mean

J B Copas

Statistical Methods in Medical Research

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Research article

First published 1982-03

Validity Shrinkage in Ridge Regression: A Simulation Study

Vivian Faden, Philip Bobko

Educational and Psychological Measurement

Open access

Research article

First published 2017-3

Magnetic resonance imaging tumor regression shrinkage patterns after neoadjuvant chemotherapy in patients with locally advanced breast cancer: Correlation with tumor biological subtypes and pathological response after therapy

Laura Ballesio, Silvia Gigli, Francesca Di Pastena [...]

Tumor Biology

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Research article

First published 1995-12

Use of Empirical Estimates of Shrinkage in Multiple Regression: A Caution

Jeffrey D. Kromrey, Constance V. Hines

Educational and Psychological Measurement

Open access

Research article

First published 2024-8

Unsupervised Liu-type shrinkage estimators for mixture of regression models

Elsayed Ghanem, Armin Hatefi, Hamid Usefi

Statistical Methods in Medical Research

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Research article

First published 2013-10

Improved Intact Soil-Core Carbon Determination Applying Regression Shrinkage and Variable Selection Techniques to Complete Spectrum Laser-Induced Breakdown Spectroscopy (LIBS)

Ross S. Bricklemyer, David J. Brown, Philip J. Turk [...]

Applied Spectroscopy

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Research article

First published 1988-9

Bayes and Empirical Bayes Shrinkage Estimation of Regression Coefficients: A Cross-Validation Study

Fassii Nebebe, T. W. F. Stroud

Journal of Educational and Behavioral Statistics

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Research article

First published 2006-8

Shrinkage estimation of the slope parameters of two parallel regression lines under uncertain prior information

Shahjahan Khan

Model Assisted Statistics and Applications

Open access

Research article

First published 2025-7

Alternatives to default shrinkage methods can improve prediction accuracy,calibration,and coverage: A methods comparison study

Mark A van de Wiel, Gwenaël GR Leday, Martijn W Heymans [...]

Statistical Methods in Medical Research

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