Content Posted in 2011
A Bayesian Model Averaging Approach for Observational Gene Expression Studies, Xi Kathy Zhou, Fei Liu, and Andrew J. Dannenberg
A BROAD SYMMETRY CRITERION FOR NONPARAMETRIC VALIDITY OF PARAMETRICALLY-BASED TESTS IN RANDOMIZED TRIALS, Russell T. Shinohara, Constantine E. Frangakis, and Constantine G.. Lyketos
Adaptive Clinical Trial Designs with Pre-specified Rules for Modifying the Sample Size: Understanding Efficient Types of Adaptation, Gregory P. Levin, Sarah C. Emerson, and Scott S. Emerson
A Flexible Spatio-Temporal Model for Air Pollution: Allowing for Spatio-Temporal Covariates, Johan Lindstrom, Adam A. Szpiro, Paul D. Sampson, Lianne Sheppard, Assaf Oron, Mark Richards, and Tim Larson
A General Implementation of TMLE for Longitudinal Data Applied to Causal Inference in Survival Analysis, Ori M. Stitelman, Victor De Gruttola, and Mark J. van der Laan
A Generalized Approach for Testing the Association of a Set of Predictors with an Outcome: A Gene Based Test, Benjamin A. Goldstein, Alan E. Hubbard, and Lisa F. Barcellos
A Hybrid Bayesian Laplacian Approach for Generalized Linear Mixed Models, Marinela Capanu, Mithat Gonen, and Colin B. Begg
A proof of Bell's inequality in quantum mechanics using causal interactions, James M. Robins, Tyler J. VanderWeele, and Richard D. Gill
Assessing Association for Bivariate Survival Data with Interval Sampling: A Copula Model Approach with Application to AIDS Study, Hong Zhu and Mei-Cheng Wang
A unified approach to non-negative matrix factorization and probabilistic latent semantic indexing, Karthik Devarajan, Guoli Wang, and Nader Ebrahimi
Avoiding Boundary Estimates in Linear Mixed Models Through Weakly Informative Priors, Yeojin Chung, Sophia Rabe-Hesketh, Andrew Gelman, Jingchen Liu, and Vincent Dorie
BATE Curve in Assessment of Clinical Utility of Predictive Biomarkers, Xiao-Hua Zhou and Yunbei Ma
Bayesian Effect Estimation Accounting for Adjustment Uncertainty, Chi Wang, Giovanni Parmigiani, and Francesca Dominici
Bland-Altman Plots for Evaluating Agreement Between Solid Tumor Measurements, Chaya S. Moskowitz and Mithat Gonen
BOOTSTRAP-BASED INFERENCE ON THE DIFFERENCE IN THE MEANS OF TWO CORRELATED FUNCTIONAL PROCESSES, Ciprian M. Crainiceanu, Ana-Maria Staicu, Shubankar Ray, and Naresh Punjabi
Building a Nomogram for Survey-Weighted Cox Models Using R, Marinela Capanu and Mithat Gonen
Causal Inference for Vaccine Effects on Infectiousness, M. Elizabeth Halloran and Michael Hudgens
Causal inference under multiple versions of treatment, Tyler J. VanderWeele and Miguel A. Hernan
Comparing ROC Curves Derived From Regression Models, Venkatraman E. Seshan, Mithat Gonen, and Colin B. Begg
Components of the indirect effect in vaccine trials: identification of contagion and infectiousness effects, Tyler J. VanderWeele, Eric J. Tchetgen, and M. Elizabeth Halloran
CORRECTED CONFIDENCE BANDS FOR FUNCTIONAL DATA USING PRINCIPAL COMPONENTS, Jeff Goldsmith, Sonja Greven, and Ciprian M. Crainiceanu
Deletion Diagnostics for Alternating Logistic Regressions, John S. Preisser, Kunthel By, Jamie Perin, and Bahjat F. Qaqish
Doubly Robust Estimates for Binary Longitudinal Data Analysis with Missing Response and Missing Covariates, Baojiang Chen and Xiao-Hua Zhou
Effectively Selecting a Target Population for a Future Comparative Study, Lihui Zhao, Lu Tian, Tianxi Cai, Brian Claggett, and L. J. Wei
Estimating Subject-Specific Treatment Differences for Risk-Benefit Assessment with Competing Risk Event-Time Data, Brian Claggett, Lihui Zhao, Lu Tian, Davide Castagno, and L. J. Wei
Estimation and Testing in Targeted Group Sequential Covariate-adjusted Randomized Clinical Trials, Antoine Chambaz and Mark J. van der Laan
Estimation of a Non-Parametric Variable Importance Measure of a Continuous Exposure, Chambaz Antoine, Pierre Neuvial, and Mark J. van der Laan
Estimation of Risk Ratios in Cohort Studies With Common Outcomes: A Simple and Efficient Two-stage Approach, Eric J. Tchetgen
Evaluating Markers for Treatment Selection Based on Survival Time, Xiao Song and Xiao-Hua Zhou
Evaluation of Flexible Regression for Non-unimodal Hazard Functions, Marco Fornili, Patrizia Boracchi, Federico Ambrogi, and Elia Biganzoli
Flexible Distributed Lag Models using Random Functions with Application to Estimating Mortality Displacement from Heat-Related Deaths, Roger D. Peng
FUNCTIONAL PRINCIPAL COMPONENTS MODEL FOR HIGH-DIMENSIONAL BRAIN IMAGING, Vadim Zipunnikov, Brian S. Caffo, David M. Yousem, Christos Davatzikos, Brian S. Schwartz, and Ciprian Crainiceanu
GC-Content Normalization for RNA-Seq Data, Davide Risso, Katja Schwartz, Gavin Sherlock, and Sandrine Dudoit
Identification and Efficient Estimation of the Natural Direct Effect Among the Untreated, Samuel D. Lendle and Mark J. van der Laan
LIKELIHOOD BASED POPULATION INDEPENDENT COMPONENT ANALYSIS, Ani Eloyan, Ciprian M. Crainiceanu, and Brian S. Caffo
LONGITUDINAL ANALYSIS OF SPATIOTEMPORAL PROCESSES: A CASE STUDY OF DYNAMIC CONTRAST-ENHANCED MAGNETIC RESONANCE IMAGING IN MULTIPLE SCLEROSIS, Russell T. Shinohara, Ciprian M. Crainiceanu, Brian S. Caffo, and Daniel S. Reich
LONGITUDINAL HIGH-DIMENSIONAL DATA ANALYSIS, Vadim Zipunnikov, Sonja Greven, Brian Caffo, Daniel S. Reich, and Ciprian Crainiceanu
Minimum Description Length Measures of Evidence for Enrichment, Zhenyu Yang and David R. Bickel
Modeling Criminal Careers as Departures from a Unimodal Population Age-Crime Curve: The Case of Marijuana Use, Donatello Telesca, Elena Erosheva, Derek Kreager, and Ross Matsueda
Modeling Protein Expression and Protein Signaling Pathways, Donatello Telesca, Peter Muller, Steven Kornblau, Marc Suchard, and Yuan Ji
Modification and Improvement of Empirical Liklihood for Missing Response Problem, Gary Chan
MODIFICATION BY FRAILTY STATUS OF AMBIENT AIR POLLUTION EFFECTS ON LUNG FUNCTION IN OLDER ADULTS IN THE CARDIOVASCULAR HEALTH STUDY, Sandrah P. Eckel, Thomas A. Louis, Paulo H.M. Chaves, Linda P. Fried, and Helene G. Margolis
MOVELETS: A DICTIONARY OF MOVEMENT, Jiawei Bai, Jeff Goldsmith, Brian Caffo, Thomas A. Glass, and Ciprian M. Crainiceanu
Multiple Testing of Local Maxima for Detection of Peaks in ChIP-Seq Data, Armin Schwartzman, Andrew Jaffe, Yulia Gavrilov, and Clifford A. Meyer
Multiple Testing of Local Maxima for Detection of Unimodal Peaks in 1D, Armin Schwartzman, Yulia Gavrilov, and Robert J. Adler
Non-Homogeneous Markov Process Models with Incomplete Observations: Application to a Dementia Disease Study, Xiao-Hua Zhou and Baojiang Chen
On Causal Mediation Analysis with a Survival Outcome, Eric J. Tchetgen Tchetgen
On the Covariate-adjusted Estimation for an Overall Treatment Difference with Data from a Randomized Comparative Clinical Trial, Lu Tian, Tianxi Cai, Lihui Zhao, and L. J. Wei
On the definition of a confounder, Tyler J. VanderWeele and Ilya Shpitser
On the Nondifferential Misclassification of a Binary Confounder, Elizabeth L. Ogburn and Tyler J. VanderWeele
Optimization and Simulation of an Evolving Kidney Paired Donation (KPD) Program, Yijiang Li, Jack Kalbfleisch, Peter Xuekun Song, Yan Zhou, Alan Leichtman, and Michael Rees
ORTH: R and SAS Software for Regression Models of Correlated Binary Data Based on Orthogonalized Residuals and Alternating Logistic Regressions, Kunthel By, Bahjat F. Qaqish, John S. Preisser, Jamie Perin, and Richard C. Zink
POPULATION FUNCTIONAL DATA ANALYSIS OF GROUP ICA-BASED CONNECTIVITY MEASURES FROM fMRI, Shanshan Li, Brian S. Caffo, Suresh Joel, Stewart Mostofsky, James Pekar, and Susan Spear Bassett
Population Intervention Causal Effects Based on Stochastic Interventions, Ivan Diaz Munoz and Mark J. van der Laan
POPULATION-WIDE MODEL-FREE QUANTIFICATION OF BLOOD-BRAIN-BARRIER DYNAMICS IN MULTIPLE SCLEROSIS, Russell T. Shinohara, Ciprian Crainiceanu, Brian Caffo, María Inés Gaitán, and Daniel Reich
Propensity Score Analysis with Matching Weights, Liang Li
Reduced Bayesian Hierarchical Models: Estimating Health Effects of Simultaneous Exposure to Multiple Pollutants, Jennifer F. Bobb, Francesca Dominici, and Roger D. Peng
REMOVING TECHNICAL VARIABILITY IN RNA-SEQ DATA USING CONDITIONAL QUANTILE NORMALIZATION, Kasper D. Hansen, Rafael A. Irizarry, and Zhijin Wu
Semiparametric Estimation of Models for Natural Direct and Indirect Effects, Eric J. Tchetgen Tchetgen and Ilya Shpitser
Semiparametric Estimation of the Covariate-Specific ROC Curve in Presence of Ignorable Verification Bias, Danping Liu and Xiao-Hua Zhou
Semiparametric Theory for Causal Mediation Analysis: efficiency bounds, multiple robustness, and sensitivity analysis, Eric J. Tchetgen Tchetgen and Ilya Shpitser
Simulating Bipartite Networks to Reflect Uncertainty in Local Network Properties, Ravi Goyal, Joseph Blitzstein, and Victor De Gruttola
Some Observations on the Wilcoxon Rank Sum Test, Scott S. Emerson
Statistical Properties of the Integrative Correlation Coefficient: a Measure of Cross-study Gene Reproducibility, Leslie Cope and Giovanni Parmigiani
Super Learner Based Conditional Density Estimation with Application to Marginal Structural Models, Ivan Diaz Munoz and Mark J. van der Laan
Targeted Maximum Likelihood Estimation for Dynamic Treatment Regimes in Sequential Randomized Controlled Trials, Paul Chaffee and Mark J. van der Laan
Targeted Maximum Likelihood Estimation of Conditional Relative Risk in a Semi-parametric Regression Model, Cathy Tuglus, Kristin E. Porter, and Mark J. van der Laan
Targeted Maximum Likelihood Estimation of Natural Direct Effect, Wenjing Zheng and Mark J. van der Laan
Targeted Methods for Finding Quantitative Trait Loci, Hui Wang, Sherri Rose, and Mark J. van der Laan
Targeted Minimum Loss Based Estimation Based on Directly Solving the Efficient Influence Curve Equation, Paul Chaffee and Mark J. van der Laan
Targeted Minimum Loss Based Estimation of an Intervention Specific Mean Outcome, Mark J. van der Laan and Susan Gruber
Targeted Minimum Loss Based Estimator that Outperforms a given Estimator, Susan Gruber and Mark J. van der Laan
Testing for improvement in prediction model performance, Margaret S. Pepe PhD, Kathleen F. Kerr, Gary M. Longton, and Zheyu Wang
The Importance of Statistical Theory in Outlier Detection, Sarah C. Emerson and Scott S. Emerson
The Relative Performance of Targeted Maximum Likelihood Estimators, Kristin E. Porter, Susan Gruber, Mark J. van der Laan, and Jasjeet S. Sekhon
Threshold Regression Models Adapted to Case-Control Studies, and the Risk of Lung Cancer Due to Occupational Exposure to Asbestos in France, Antoine Chambaz, Dominique Choudat, Catherine Huber, Jean-Claude Pairon, and Mark J. van der Laan
tmle: An R Package for Targeted Maximum Likelihood Estimation, Susan Gruber and Mark J. van der Laan
UNIFORMLY MOST POWERFUL TESTS FOR SIMULTANEOUSLY DETECTING A TREATMENT EFFECT IN THE OVERALL POPULATION AND AT LEAST ONE SUBPOPULATION, Michael Rosenblum
Variable Importance Analysis with the multiPIM R Package, Stephan J. Ritter, Nicholas P. Jewell, and Alan E. Hubbard
When Does Combining Markers Improve Classification Performance and What Are Implications for Practice?, Aasthaa Bansal and Margaret Sullivan Pepe