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Title: Hybrid approach to predict resting CD4+ T-cell reservoirs of HIV-1: Viral dynamics modeling and machine learning framework
date: 2019-05-13
Author: Lee, Kyle S.
Contributor(s): Bailey, Barbara Ann
Edwards, Robert A.
College: Sciences

Title: Hypothesis testing under stratified community-based cluster randomized trials with a small number of clusters
date: 2013-04-08
Author: Zhang, Duan
Contributor(s): Lin, Chii-Dean
Ji, Ming
College: Sciences

Title: Large-scale inference incorporating covariates and network dependence, with application to genome-wide association studies
date: 2016
Author: Zablocki, Rong W.
Contributor(s): Bailey, Barbara Ann
Angus, John
Rangel-Escareño, Claudia
Thompson, Wesley
College: Sciences

Title: Latent class analysis and random forest ensemble to identify at-risk students in higher education
date: 2018-01-10
Author: Pelaez, Kevin
Contributor(s): Fan, Juanjuan
Guarcello, Maureen
College: Sciences

Title: Machine learning methods for course enrollment prediction
date: 2020
Author: Ieong, Martin
Contributor(s): Levine, Richard A.
Yang, Mingan
College: Sciences

Title: Model considerations for multi-entry competitions
date: 2010
Author: Dayes, Vincent Stanley
Contributor(s): Hilmer, Michael J.
Blomgren, Peter V.
College: Sciences

Title: Neural networks for estimating individualized treatment effects in observational studies
date: 2019-05-13
Author: Reck, Lucas
Contributor(s): Bailey, Barbara Ann
Liu, Xiaobai
College: Sciences

Title: Novel Random Forest And Variable Importance Methods For Correlated Survival Data, With Applications To Tooth Prognosis
date: 2015
Author: Hallett, Melodie J.
Contributor(s): Levine, Richard A.
Lin, Chii-Dean
Percus, Allon G.
Rangel-Escareño, Claudia
College: Sciences

Title: Novel Random Forest Methods Applied to Medical Studies
date: 2015
Author: Zhao, Peng
Contributor(s): Bailey, Barbara Ann
Angus, John
Levine, Richard A.
Percus, Allon G.
College: Sciences

Title: Novel random forest and variable importance methods for clustered data
date: 2017-08-01
Author: Calhoun, Peter Montgomery
Contributor(s): Angus, John
Bailey, Barbara Ann
Levine, Richard A.
Peng, Qidi
College: Sciences

Title: Optimal Global Average Annual Mean Temperature Estimation using Station Data and Spherical Harmonics
date: 2013-10-02
Author: Pierret, Julien
Contributor(s): Bailey, Barbara Ann
Ma, Shuo
College: Sciences

Title: Optimal reconstruction of U.S. temperature and precipitation since 1895
date: 2013-07-26
Author: Mueller, Carina Meta
Contributor(s): Bailey, Barbara Ann
Biggs, Trent W.
College: Sciences

Title: Performance of the propensity score methods using random forest and logistic regression approaches on the treatment effect estimation in observational study
date: 2017-08-01
Author: Yan, Xi
Contributor(s): He, Lingjun
Levine, Richard A.
College: Sciences

Title: Predicting glaucoma progression using random forests for correlated binary response based on longitudinally collected standard automated perimetry data
date: 2013-09-05
Author: Sharpsten, Lucie
Contributor(s): Bailey, Barbara Ann
Angus, John
Levine, Richard A.
Nadim, Ali
College: Sciences

Title: Prediction and its error estimation of the United States monthly precipitation by super-ensemble canonical correlation analysis
date: 2018-04-27
Author: Schneble, Marc
Contributor(s): Bailey, Barbara Ann
De Sales, Fernando
College: Sciences

Title: Quantifying disease severity of cystic fibrosis using linear quantile mixed models
date: 2016
Author: Denaro, Kameryn R.
Contributor(s): Angus, John
Levine, Richard A.
Lin, Chii-Dean
Rangel-Escareño, Claudia
College: Sciences

Title: R reconstruction of global precipitation, error analysis and El Niño interpretation
date: 2016-05-03
Author: Laemmlein, Lars Johannes
Contributor(s): Bailey, Barbara Ann
De Sales, Fernando
College: Sciences

Title: Random forest to estimate individualized treatment regimes with ordered treatment levels in quasi-experimental student success studies
date: 2022-04-20
Author: Thorp, Justin James
Contributor(s): Levine, Richard A.
Liu, Xiaobai
College: Sciences

Title: Reconstruction And Analysis Of The Global Precipitation Between 1850-2012
date: 2014-07-29
Author: Junginger, Christian
Contributor(s): Bailey, Barbara Ann
Lai, Chun-Ta
College: Sciences

Title: SEIRscape, an agent-based mosquito-human virus transmission framework, and the vector basis of dengue risk across Peru and Thailand
date: 2017
Author: Campbell, Karen Marie
Contributor(s): Angus, John
Bailey, Barbara Ann
Ray, Animesh
Scott, Thomas W.
College: Sciences

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