3 citations · 3 across the 3 of their papers we have counts for
3 papers
Treeging
Gregory L. Watson, Michael Jerrett, Colleen E. Reid +1
Treeging combines the flexible mean structure of regression trees with the covariance-based prediction strategy of kriging into the base learner of an ensemble prediction algorithm…
Bayesian Hierarchical Modeling and Analysis for Actigraph Data from Wearable Devices
Pierfrancesco Alaimo Di Loro, Marco Mingione, Jonah Lipsitt +3
The majority of Americans fail to achieve recommended levels of physical activity, which leads to numerous preventable health problems such as diabetes, hypertension, and heart dis…
Prediction & Model Evaluation for Space-Time Data
Gregory L. Watson, Colleen E. Reid, Michael Jerrett +1
Evaluation metrics for prediction error, model selection and model averaging on space-time data are understudied and poorly understood. The absence of independent replication makes…