Doubly debiased inference for high-dimensional mediation models with measurement error

Jichen Yang; Lei Wang; Guanfu Liu

doi:10.1007/s11222-025-10806-4

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Doubly debiased inference for high-dimensional mediation models with measurement error

Jichen Yang Lei Wang Guanfu Liu

Year: 2025 Journal: Statistics and Computing Vol: 36 (1) Publisher: Springer Science+Business Media

DOI: 10.1007/s11222-025-10806-4

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Keywords:

Observational error Inference Mean squared prediction error Errors-in-variables models Error detection and correction Pattern recognition (psychology) Mediation

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Generative Adversarial Networks and Image Synthesis

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Adversarial Robustness in Machine Learning

Physical Sciences → Computer Science → Artificial Intelligence

Gaussian Processes and Bayesian Inference

Physical Sciences → Computer Science → Artificial Intelligence

Doubly debiased inference for high-dimensional mediation models with measurement error

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