Content Posted in 2015
Accounting for Interactions and Complex Inter-Subject Dependency in Estimating Treatment Effect in Cluster Randomized Trials with Missing Outcomes, Melanie Prague, Rui Wang, Alisa Stephens, Eric Tchetgen Tchetgen, and Victor DeGruttola
ADAPTIVE ENRICHMENT DESIGNS FOR RANDOMIZED TRIALS WITH DELAYED ENDPOINTS, USING LOCALLY EFFICIENT ESTIMATORS TO IMPROVE PRECISION, Michael Rosenblum, Tianchen Qian, Yu Du, and Huitong Qiu
Adaptive Pre-specification in Randomized Trials With and Without Pair-Matching, Laura B. Balzer, Mark J. van der Laan, and Maya L. Petersen
Addressing Confounding in Predictive Models with an Application to Neuroimaging, Kristin A. Linn, Bilwaj Gaonkar, Jimit Doshi, Christos Davatzikos, and Russell T. Shinohara
A general framework for diagnosing confounding of time-varying and other joint exposures, John W. Jackson
A Generally Efficient Targeted Minimum Loss Based Estimator, Mark J. van der Laan
An Omnibus Nonparametric Test of Equality in Distribution for Unknown Functions, Alexander R. Luedtke, Marco Carone, and Mark J. van der Laan
A Simple Method to Estimate the Time-dependent ROC Curve Under Right Censoring, Liang Li, Bo Hu, and Tom Greene
C-learning: a New Classification Framework to Estimate Optimal Dynamic Treatment Regimes, Baqun Zhang and Min Zhang
Computerizing Efficient Estimation of a Pathwise Differentiable Target Parameter, Mark J. van der Laan, Marco Carone, and Alexander R. Luedtke
Control-Group Feature Normalization for Multivariate Pattern Analysis Using the Support Vector Machine, Kristin A. Linn, Bilwaj Gaonkar, Jimit Doshi, Christos Davatzikos, and Russell T. Shinohara
Distance Correlation Measures Applied to Analyze Relation between Variables in Liver Cirrhosis Marker Data, Atanu Bhattacharjee Dr.
Double Robust Estimation of Encouragement-design Intervention Effects Transported Across Sites, Kara E. Rudolph and Mark J. van der Laan
Doubly Robust Estimation of a Marginal Average Effect of Treatment on the Treated With an Instrumental Variable, Lan Liu, Wang Miao, Baoluo Sun, James M. Robins, and Eric J. Tchetgen Tchetgen
Drawing Valid Targeted Inference When Covariate-adjusted Response-adaptive RCT Meets Data-adaptive Loss-based Estimation, With An Application To The LASSO, Wenjing Zheng, Antoine Chambaz, and Mark J. van der Laan
FACETS: Fraction and Allele-Specific Copy Number Estimates from Tumor Sequencing, Ronglai Shen and Venkatraman Seshan
Feature Elimination in Support Vector Machines and Empirical Risk Minimization, Sayan Dasgupta, Yair Goldberg, and Michael R. Kosorok
Generalizing Evidence from Randomized Trials using Inverse Probability of Sampling Weights, Ashley L. Buchanan, Michael G. Hudgens, Stephen R. Cole, Katie Mollan, Paul E. Sax, Eric Daar, Adaora A. Adimora, Joseph Eron, and Michael Mugavero
Historical Prediction Modeling Approach for Estimating Long-Term Concentrations of PM in Cohort Studies Before the 1999 Implementation of Widespread Monitoring, Sun-Young Kim, Casey Olives, Lianne Sheppard, Paul D. Sampson, Timothy V. Larson, and Joel Kaufman
Identification and Doubly Robust Estimation of Data Missing Not at Random with an Ancillary Variable, Wang Miao, Eric Tchetgen Tchetgen, and Zhi Geng
IMPACT OF DELAYED OUTCOMES, ACCURUAL RATES, AND PROGNOSTIC VARIABLES ON A SIMULATED RANDOMIZED TRIAL WITH ADAPTIVE ENRICHMENT, Tiachen Qian, Elizabeth Colantuoni, Aaron Fisher, and Michael Rosenblum
INEQUALITY IN TREATMENT BENEFITS: CAN WE DETERMINE IF A NEW TREATMENT BENEFITS THE MANY OR THE FEW?, Emily Huang, Ethan Fang, Daniel Hanley, and Michael Rosenblum
Inferential Methods to Assess the Difference in the Area Under the Curve From Nested Binary Regression Models, Glenn Heller, Venkatraman E. Seshan, Chaya S. Moskowitz, and Mithat Gonen
Lepski's Method and Adaptive Estimation of Nonlinear Integral Functionals of Density, Rajarshi Mukherjee, Eric J. Tchetgen Tchetgen, and James M. Robins
Meta-analysis of genome-wide association studies with correlated individuals: application to the Hispanic Community Health Study/Study of Latinos (HCHS/SOL), Tamar Sofer, John R. Shaffer, Misa Graff, Qibin Qi, Adrienne M. Stilp, Stephanie M. Gogarten, Kari E. North, Carmen R. Isasi, Cathy C. Laurie, and Adam A. Szpiro
Negative Outcome Control for Unobserved Confounding Under a Cox Proportional Hazards Model, Eric J. Tchetgen Tchetgen, Tamar Sofer, and David Richardson
NESTED PARTIALLY-LATENT, CLASS MODELS FOR DEPENDENT BINARY DATA, ESTIMATING DISEASE ETIOLOGY, Zhenke Wu, Maria Deloria-Knoll, and Scott L. Zeger
Nonparametric methods for doubly robust estimation of continuous treatment effects, Edward H. Kennedy, Zongming Ma, Matthew D. McHugh, and Dylan S. Small
One-Step Targeted Minimum Loss-based Estimation Based on Universal Least Favorable One-Dimensional Submodels, Mark J. van der Laan
On Partial Identification of the Pure Direct Effect, Caleb Miles, Phyllis Kanki, Seema Meloni, and Eric Tchetgen Tchetgen
On Simple Relations Between Difference-in-differences and Negative Outcome Control of Unobserved Confounding, Tamar Sofer, David B. Richardson, Elena Colincino, Joel Schwartz, and Eric J. Tchetgen Tchetgen
On Varieties of Doubly Robust Estimators Under Missing Not at Random With an Ancillary Variable, Wang Miao and Eric Tchetgen Tchetgen
Optimal Dynamic Treatments in Resource-Limited Settings, Alexander R. Luedtke and Mark J. van der Laan
Predicting Future Years of Life, Health, and Functional Ability: A Healthy Life Calculator for Older Adults, Paula Diehr, Michael Diehr, Alice M. Arnold, Laura Yee, Michelle C. Odden, Calvin H. Hirsch, Stephen Thielke, Bruce Psaty, W Craig Johnson, Jorge Kizer, and Anne B. Newman
Regression modeling of longitudinal binary outcomes with outcome-dependent observation times, Kay See Tan, Andrea B. Troxel, Stephen E. Kimmel, Kevin G. Volpp, and Benjamin French
Removing inter-subject technical variability in magnetic resonance imaging studies, Jean-Philippe Fortin, Elizabeth M. Sweeney, John Muschelli, Ciprian M. Crainiceanu, Russell T. Shinohara, and Alzheimer’s Disease Neuroimaging Initiative
Second Order Inference for the Mean of a Variable Missing at Random, Ivan Diaz, Marco Carone, and Mark J. van der Laan
Simulation of Semicompeting Risk Survival Data and Estimation Based on Multistate Frailty Model, Fei Jiang and Sebastien Haneuse
Some models and methods for the analysis of observational data, José A. Ferreira
Statistical Estimation of T1 Relaxation Time Using Conventional Magnetic Resonance Imaging, Amanda Mejia, Elizabeth M. Sweeney, Blake Dewey, Govind Nair, Pascal Sati, Colin Shea, Daniel S. Reich, and Russell T. Shinohara
Statistical estimation of white matter microstructure from conventional MRI, Leah Suttner, Amanda Mejia, Blake Dewey, Pascal Sati, Daniel S. Reich, and Russell T. Shinohara
Stochastic Optimization via Forward Slice, Bob A. Salim and Lurdes Y. T. Inoue
Survival analysis with functions of mis-measured covariate histories: the case of chronic air pollution exposure in relation to mortality in the Nurses' Health Study, Xiaomei Liao, Molin Wang, Jaime E. Hart, Francine Laden, and Donna Spiegelman
Targeted Estimation and Inference for the Sample Average Treatment Effect, Laura B. Balzer, Maya L. Petersen, and Mark J. van der Laan
Tests for Gene-Environment Interactions and Joint Effects with Exposure Misclassification, Philip S. Boonstra, Bhramar Mukherjee, Stephen B. Gruber, Jaeil Ahn, Stephanie L. Schmit, and Nilanjan Chatterjee
The Statistics of Sensitivity Analyses, Alexander R. Luedtke, Ivan Diaz, and Mark J. van der Laan
Variable Selection with False Discovery Control, Kevin He, Yanming Li, Ji Zhu, Hongliang Liu, Jeffrey E. Lee, Christopher I. Amos, Terry Hyslop, Jiashun Jin, Qinyi Wei, and Yi Li