38 citations · 158 across the 13 of their papers we have counts for
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math.ST2016★ 23 cited
Bootstrapping and Sample Splitting For High-Dimensional, Assumption-Free Inference
Alessandro Rinaldo, Larry Wasserman, Max G'Sell +1
Several new methods have been proposed for performing valid inference after model selection. An older method is sampling splitting: use part of the data for model selection and par…
stat.ME2016★ 38 cited
Distribution-Free Predictive Inference For Regression
Jing Lei, Max G'Sell, Alessandro Rinaldo +2
We develop a general framework for distribution-free predictive inference in regression, using conformal inference. The proposed methodology allows for the construction of a predic…