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most citedConditional Independence Testing in Hilbert Spaces with Applications to Functional Data Analysis

16 citations · 34 across the 8 of their papers we have counts for

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2 papers · 1 filter

math.ST2022★ 9 cited

The Projected Covariance Measure for assumption-lean variable significance testing

Anton Rask Lundborg, Ilmun Kim, Rajen D. Shah +1

Testing the significance of a variable or group of variables for predicting a response , given additional covariates , is a ubiquitous task in statistics. A simple but co…

stat.ME2022

Confounder Selection: Objectives and Approaches

F. Richard Guo, Anton Rask Lundborg, Qingyuan Zhao

Confounder selection is perhaps the most important step in the design of observational studies. A number of criteria, often with different objectives and approaches, have been prop…