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03/11/2023
Learning from limited temporal data: Dynamically sparse historical functional linear models with applications to Earth science
Scientists and statisticians often want to learn about the complex relat...
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12/15/2021
A Targeted Approach to Confounder Selection for High-Dimensional Data
We consider the problem of selecting confounders for adjustment from a p...
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11/14/2019
On Data Enriched Logistic Regression
Biomedical researchers usually study the effects of certain exposures on...
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03/11/2019
Generalized Sparse Additive Models
We present a unified framework for estimation and analysis of generalize...
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03/11/2019
Wavelet regression and additive models for irregularly spaced data
We present a novel approach for nonparametric regression using wavelet b...
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10/13/2014