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08/18/2022
Using Conformal Win Probability to Predict the Winners of the Cancelled 2020 NCAA Basketball Tournaments
The COVID-19 pandemic was responsible for the cancellation of both the m...
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06/30/2020
Conformal Prediction Intervals for Neural Networks Using Cross Validation
Neural networks are among the most powerful nonlinear models used to add...
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07/26/2019
Adjusting for Spatial Effects in Genomic Prediction
This paper investigates the problem of adjusting for spatial effects in ...
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04/23/2019
Regression-Enhanced Random Forests
Random forest (RF) methodology is one of the most popular machine learni...
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11/01/2018
Sparse Model Identification and Learning for Ultra-high-dimensional Additive Partially Linear Models
The additive partially linear model (APLM) combines the flexibility of n...
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06/18/2018