Most Recent Additions Collection of Biostatistics Research Archive*
Balancing Score Adjusted Targeted Minimum Loss-based Estimation
Samuel D. Lendle, Bruce Fireman, and Mark J. van der Laan
Estimating Effects on Rare Outcomes: Knowledge is Power
Laura B. Balzer and Mark J. van der Laan
Visualizing Longitudinal Data with Dropouts
Mithat Gonen
An Application Of Machine Learning Methods To The Derivation Of Exposure-Response Curves For Respiratory Outcomes
Ekaterina Eliseeva, Alan E. Hubbard, and Ira B. Tager
Más-o-menos: A Simple Sign Averaging Method for Discrimination in Genomic Data Analysis
Sihai Dave Zhao, Giovanni Parmigiani, Curtis Huttenhower, and Levi Waldron
Structured Functional Principal Component Analysis
Haochang Shou, Vadim Zipunnikov, Ciprian Crainiceanu, and Sonja Greven
PENALIZED FUNCTION-ON-FUNCTION REGRESSION
Andrada E. Ivanescu, Ana-Maria Staicu, Fabian Scheipl, and Sonja Greven
OPTIMAL TESTS OF TREATMENT EFFECTS FOR THE OVERALL POPULATION AND TWO SUBPOPULATIONS IN RANDOMIZED TRIALS, USING SPARSE LINEAR PROGRAMMING
Michael Rosenblum, Han Liu, and En-Hsu Yen
Feature Elimination in Empirical Risk Minimization and Support Vector Machines
Sayan Dasgupta, Yair Goldberg, and Michael R. Kosorok
Vertically Shifted Mixture Models for Clustering Longitudinal Data by Shape
Brianna C. Heggeseth and Nicholas P. Jewell
Efficient Estimation of Risk Ratios From Clustered Binary Data
Matthew Cefalu and Eric Tchetgen Tchetgen
The Net Reclassification Index (NRI): a Misleading Measure of Prediction Improvement with Miscalibrated or Overfit Models
Margaret Pepe, Jin Fang, Ziding Feng, Thomas Gerds, and Jorgen Hilden
Latent Supervised Learning
Susan Wei and Michael R. Kosorok
Cross-Validation for Nonlinear Mixed Effects Models
Emily Colby and Eric Bair
Homotopic Group ICA for Multi-Subject Brain Imaging Data
Juemin Yang, Ani Eloyan, Anita Barber, Mary Beth Nebel, Stewart Mostofsky, Jim Pekar, Ciprian Crainiceanu, and Brian Caffo
PREDICTING HUMAN MOVEMENT TYPE BASED ON MULTIPLE ACCELEROMETERS USING MOVELETS
Bing He, Jiawei Bai, Annemarie Koster, Casserotti Paolo, Nancy Glynn, Tamara B. Harris, and Ciprian Crainiceanu
A Bayesian regression tree approach to identify the effect of nanoparticles properties on toxicity profiles
Cecile Low-Kam, Haiyuan Zhang, Zhaoxia Ji, Tian Xia, Jeffrey I. Zinc, Andre Nel, and Donatello Telesca
On the Restricted Mean Event Time in Survival Analysis
Lu Tian, Lihui Zhao, and L. J. Wei
*Updated as of 05/20/13.
