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20222026
most citedGaussian and Non-Gaussian Universality of Data Augmentation

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stat.ME2026

Data augmented bootstrap: Unifying confidence interval construction by approximate invariance

Kevin Han Huang

We propose the data augmented bootstrap (DAB), a framework for constructing confidence intervals from approximately invariant transformations of the data. As special cases, DAB rec…