626 citations · 1.4k across the 31 of their papers we have counts for
Showing 2018 · math.STShow all
2 papers · 2 filters
math.ST2018★ 8 cited
Model-free Study of Ordinary Least Squares Linear Regression
Arun K. Kuchibhotla, Lawrence D. Brown, Andreas Buja
Ordinary least squares (OLS) linear regression is one of the most basic statistical techniques for data analysis. In the main stream literature and the statistical education, the s…
math.ST2018
Uniform-in-Submodel Bounds for Linear Regression in a Model Free Framework
Arun Kumar Kuchibhotla, Lawrence D. Brown, Andreas Buja +2
For the last two decades, high-dimensional data and methods have proliferated throughout the literature. Yet, the classical technique of linear regression has not lost its usefulne…