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06/09/2023
Central Limit Theorems and Approximation Theory: Part I
Central limit theorems (CLTs) have a long history in probability and sta...
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04/13/2021
Nested Conformal Prediction Sets for Classification with Applications to Probation Data
Risk assessments to help inform criminal justice decisions have been use...
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10/23/2019
Nested Conformal Prediction and the Generalized Jackknife+
We provide an alternate unified framework for conformal prediction, whic...
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10/14/2019
All of Linear Regression
Least squares linear regression is one of the oldest and widely used dat...
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10/12/2019
First order expansion of convex regularized estimators
We consider first order expansions of convex penalized estimators in hig...
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09/04/2019
On Least Squares Estimation under Heteroscedastic and Heavy-Tailed Errors
We consider least squares estimation in a general nonparametric regressi...
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09/27/2018
Model-free Study of Ordinary Least Squares Linear Regression
Ordinary least squares (OLS) linear regression is one of the most basic ...
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08/01/2017