1 citations · 1 across the 1 of their papers we have counts for
3 papers
stat.ML2022★ 1 cited
A Method for Controlling Extrapolation when Visualizing and Optimizing the Prediction Profiles of Statistical and Machine Learning Models
Jeremy Ash, Laura Lancaster, Chris Gotwalt
We present a novel method for controlling extrapolation in the prediction profiler in the JMP software. The prediction profiler is a graphical tool for exploring high dimensional p…
stat.ME2021
Self-Validated Ensemble Models for Design of Experiments
Trent Lemkus, Philip Ramsey, Christopher Gotwalt +1
One of the possible objectives when designing experiments is to build or formulate a model for predicting future observations. When the primary objective is prediction, some typica…
stat.AP2018
Applications of the Fractional-Random-Weight Bootstrap
Chris Gotwalt, Li Xu, Yili Hong +1
The bootstrap, based on resampling, has, for several decades, been a widely used method for computing confidence intervals for applications where no exact method is available and w…