1 citations · 1 across the 2 of their papers we have counts for
3 papers
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…
Leveraging Contact Network Information in Clustered Randomized Studies of Contagion Processes
Maxwell H Wang, Patrick Staples, Mélanie Prague +2
In a randomized study, leveraging covariates related to the outcome (e.g. disease status) may produce less variable estimates of the effect of exposure. For contagion processes ope…
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…