SuperNOVA Semi-Parametric Identification and Estimation of Interaction and Effect Modification in Mixed Exposures using Stochastic Interventions in R

von McCoy, David
Veröffentlicht in: Journal of open source software (2023)

CVtreeMLE Efficient Estimation of Mixed Exposures using Data Adaptive Decision Trees and Cross-Validated Targeted Maximum Likelihood Estimation in R

von McCoy, David
Veröffentlicht in: Journal of open source software (2023)

The Conditional Super Learner

von Valdes, Gilmer
Veröffentlicht in: IEEE transactions on pattern analysis and machine intelligence (2022)

Propensity score prediction for electronic healthcare databases using Super Learner and High-dimensional Propensity Score Methods

von Ju, Cheng
Veröffentlicht in: Journal of applied statistics (2019)

The Relative Performance of Ensemble Methods with Deep Convolutional Neural Networks for Image Classification

von Ju, Cheng
Veröffentlicht in: Journal of applied statistics (2018)

Subsemble an ensemble method for combining subset-specific algorithm fits

von Sapp, Stephanie
Veröffentlicht in: Journal of applied statistics (2014)