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researcher

G. Karabatsos

17 papers hereh-index 202.2k citations78 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author7
  • first author7
  • middle author1
  • last author2

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • stat.ME15
  • stat.AP1
  • stat.CO1

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedFast Marginal Likelihood Estimation of the Ridge Parameter(s) in Ridge Regression and Generalized Ridge Regression for Big Data

5 citations · 9 across the 15 of their papers we have counts for

collaborators
Showing 2014Show all

2 papers · 1 filter

stat.ME2014★ 5 cited

Fast Marginal Likelihood Estimation of the Ridge Parameter(s) in Ridge Regression and Generalized Ridge Regression for Big Data

George Karabatsos

Unlike the ordinary least-squares (OLS) estimator for the linear model, a ridge regression linear model provides coefficient estimates via shrinkage, usually with improved mean-squ…

stat.ME2014★ 1 cited

A Bayesian Nonparametric Hypothesis Testing Approach for Regression Discontinuity Designs

George Karabatsos, Stephen G. Walker

The regression discontinuity (RD) design is a popular approach to causal inference in non-randomized studies. This is because it can be used to identify and estimate causal effects…

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