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stat.ME2018
Supervised Kernel PCA For Longitudinal Data
Patrick Staples, Min Ouyang, Robert F. Dougherty +2
In statistical learning, high covariate dimensionality poses challenges for robust prediction and inference. To address this challenge, supervised dimension reduction is often perf…
stat.ME2015
Incorporating Contact Network Structure in Cluster Randomized Trials
Patrick C. Staples, Elizabeth L. Ogburn, Jukka-Pekka Onnela
Whenever possible, the efficacy of a new treatment, such as a drug or behavioral intervention, is investigated by randomly assigning some individuals to a treatment condition and o…