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04/28/2020
Hole or grain? A Section Pursuit Index for Finding Hidden Structure in Multiple Dimensions
Multivariate data is often visualized using linear projections, produced...
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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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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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07/11/2018
Using Recursive Partitioning to Find and Estimate Heterogenous Treatment Effects In Randomized Clinical Trials
Heterogeneous treatment effects can be very important in the analysis of...
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06/23/2018
Assumption Lean Regression
It is well known that models used in conventional regression analysis ar...
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06/11/2018
Valid Post-selection Inference in Assumption-lean Linear Regression
Construction of valid statistical inference for estimators based on data...
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02/15/2018
A Model Free Perspective for Linear Regression: Uniform-in-model Bounds for Post Selection Inference
For the last two decades, high-dimensional data and methods have prolife...
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11/21/2015
