Content Posted in 2010
A Bayesian shared component model for genetic association studies, Juan J. Abellan, Carlos Abellan, and Juan R. Gonzalez
ACCURATE GENOME-SCALE PERCENTAGE DNA METHYLATION ESTIMATES FROM MICROARRAY DATA, Martin J. Aryee, Zhijin Wu, Christine Ladd-Acosta, Brian Herb, Andrew P. Feinberg, Srinivasan Yegnasurbramanian, and Rafael A. Irizarry
A DECISION-THEORY APPROACH TO INTERPRETABLE SET ANALYSIS FOR HIGH-DIMENSIONAL DATA, Simina Maria Boca, Hector C. Bravo, Brian Caffo, Jeffrey T. Leek, and Giovanni Parmigiani
AN ANALYSIS OF NONIGNORABLE NONRESPONSE IN A SURVEY WITH A ROTATING PANEL DESIGN, Caterina Giusti and Roderick J. Little
A Perturbation Method for Inference on Regularized Regression Estimates, Jessica Minnier, Lu Tian, and Tianxi Cai
A Regularization Corrected Score Method for Nonlinear Regression Models with Covariate Error, David M. Zucker, Malka Gorfine, Yi Li, and Donna Spiegelman
Assessing noninferiority in a three-arm trial using the Bayesian Approach, Pulak Ghosh, Farouk S. Nathoo, Mithat Gonen, and Ram C. Tiwari
Asymptotic Theory for Cross-validated Targeted Maximum Likelihood Estimation, Wenjing Zheng and Mark J. van der Laan
A Targeted Maximum Likelihood Estimator of a Causal Effect on a Bounded Continuous Outcome, Susan Gruber and Mark J. van der Laan
A unified approach to modeling multivariate binary data using copulas over partitions, Bruce J. Swihart, Brian Caffo, and Ciprian Crainiceanu
Bayesian Methods for Network-Structured Genomics Data, Stefano Monni and Hongzhe Li
Bio-Creep in Non-Inferiority Clinical Trials, Siobhan P. Everson-Stewart and Scott S. Emerson
Collaborative Targeted Maximum Likelihood For Time To Event Data, Ori M. Stitelman and Mark J. van der Laan
Diagnosing and Responding to Violations in the Positivity Assumption, Maya L. Petersen, Kristin Porter, Susan Gruber, Yue Wang, and Mark J. van der Laan
Doubly Regularized REML for Estimation and Selection of Fixed and Random Effects in Linear Mixed-Effects Models, Sijian Wang, Peter Xuewin Song, and Ji Zhu
Efficient Design and Inference for Multi-stage Randomized Trials of Individualized Treatment Policies, Ree Dawson and Philip W. Lavori
Estimates of Information Growth in Longitudinal Clinical Trials, Abigail Shoben, Kyle Rudser, and Scott S. Emerson
Estimating Causal Effects in Trials Involving Multi-treatment Arms Subject to Non-compliance: A Bayesian Frame-work, Qi Long, Roderick J. Little, and Xihong Lin
ESTIMATING TEMPORAL ASSOCIATIONS IN ELECTROCORTICOGRAPHIC (ECoG) TIME SERIES WITH FIRST ORDER PRUNING, Haley Hedlin, Dana Boatman, and Brian Caffo
Estimation of Causal Effects of Community Based Interventions, Mark J. van der Laan
Exploring the Benefits of Adaptive Sequential Designs in Time-to-Event Endpoint Settings, Sarah C. Emerson, Kyle Rudser, and Scott S. Emerson
Gains in Power from Structured Two-Sample Tests of Means on Graphs, Laurent Jacob, Pierre Neuvial, and Sandrine Dudoit
Graphical Procedures for Evaluating Overall and Subject-Specific Incremental Values from New Predictors with Censored Event Time Data, Hajime Uno, Tianxi Cai, Lu Tian, and L. J. Wei
Group Testing for Case Identification with Correlated Responses, Samuel D. Lendle, Michael Hudgens, and Bahjat F. Qaqish
Improving statistical analysis of prospective clinical trials in stem cell transplantation. An inventory of new approaches in survival analysis, Aurelien Latouche
Improving the Power of Chronic Disease Surveillance by Incorporating Residential History, Justin Manjourides and Marcello Pagano
Landmark Prediction of Survival, Layla Parast and Tianxi Cai
Likelihood Ratio Testing for Admixture Models with Application to Genetic Linkage Analysis, Chong-Zhi Di and Kung-Yee Liang
LONGITUDINAL PENALIZED FUNCTIONAL REGRESSION, Jeff Goldsmith, Ciprian M. Crainiceanu, Brian Caffo, and Daniel Reich
Mean Survival Time from Right Censored Data, Ming Zhong and Kenneth R. Hess
Minimum Description Length and Empirical Bayes Methods of Identifying SNPs Associated with Disease, Ye Yang and David R. Bickel
Mixed effect Poisson log-linear models for clinical and epidemiological sleep hypnogram data, Bruce J. Swihart; Brian S. Caffo PhD; Ciprian Crainiceanu PhD; and Naresh M. Punjabi PhD, MD
Modeling Dependent Gene Expression, Donatello Telesca, Peter Muller, Giovanni Parmigiani, and Ralph S. Freedman
MODELING FUNCTIONAL DATA WITH SPATIALLY HETEROGENEOUS SHAPE CHARACTERISTICS, Ana-Maria Staicu, Ciprian M. Crainiceanu, Daniel S. Reich, and David Ruppert
Modeling Menstrual Cycle Length and Variability at the Approach of Menopause Using Bayesian Changepoint Models, Xiaobi Huang, Michael R. Elliott, and Sioban D. Harlow
Modeling multilevel sleep transitional data via Poisson log-linear multilevel models, Bruce J. Swihart, Brian Caffo, Ciprian Crainiceanu, and Naresh M. Punjabi
Modification and Improvement of Empirical Likelihood for Missing Response Problem, Kwun Chuen Gary Chan
MULTILEVEL FUNCTIONAL PRINCIPAL COMPONENT ANALYSIS FOR HIGH-DIMENSIONAL DATA, Vadim Zipunnikov, Brian Caffo, Ciprian Crainiceanu, David M. Yousem, Christos Davatzikos, and Brian S. Schwartz
MULTILEVEL SPARSE FUNCTIONAL PRINCIPAL COMPONENT ANALYSIS, Chong-Zhi Di and Ciprian M. Crainiceanu
Multi-state Life Tables, Equilibrium Prevalence, and Baseline Selection Bias, Paula Diehr and David Yanez
Nonparametric and Semiparametric Analysis of Current Status Data Subject to Outcome Misclassification, Victor G. Sal y Rosas and James P. Hughes
Nonparametric Regression with Missing Outcomes Using Weighted Kernel Estimating Equations, Lu Wang, Andrea Rotnitzky, and Xihong Lin
Observational Study and Individualized Antiretroviral Therapy Initiation Rules for Reducing Cancer Incidence in HIV-Infected Patients, Romain Neugebauer, Michael J. Silverberg, and Mark J. van der Laan
On two-stage hypothesis testing procedures via asymptotically independent statistics, James Y. Dai, Charles Kooperberg, Michael LeBlanc, and Ross L. Prentice
On Two-Stage Hypothesis Testing Procedures Via Asymptotically Independent Statistics, James Dai, Charles Kooperberg, Michael L. LeBlanc, and Ross Prentice
Optimizing Randomized Trial Designs to Distinguish which Subpopulations Benefit from Treatment, Michael Rosenblum and Mark J. van der Laan
Optimizing Vaccine Allocation at Different Points in Time During an Epidemic, Laura Matrajt and Ira M. Longini Jr.
Oracle and Multiple Robustness Properties of Survey Calibration Estimator in Missing Response Problem, Kwun Chuen Gary Chan
Panel Count Data Regression with Informative Observation Times, Petra Buzkova
Parametric Non-Mixture Cure Models for Schedule-Finding of Therapeutic Agents, Thomas M. Braun and Changying A. Liu
Partial Proportional Odds Models for Longitudinal Ordinal Data, John S. Preisser, Ceib Phillips, Jamie Perin, and Todd A. Schwartz
PENALIZED FUNCTIONAL REGRESSION, Jeff Goldsmith, Jennifer Feder, Ciprian M. Crainiceanu, Brian Caffo, and Daniel Reich
Permutation-based Pathway Testing using the Super Learner Algorithm, Paul Chaffee, Alan E. Hubbard, and Mark L. van der Laan
POPULATION VALUE DECOMPOSITION, A FRAMEWORK FOR THE ANALYSIS OF IMAGE POPULATIONS, Ciprian M. Crainiceanu, Brian S. Caffo, Sheng Luo, and Vadim Zipunnikov
Powerful SNP Set Analysis for Case-Control Genome Wide Association Studies, Michael C. Wu, Peter Kraft, Michael P. Epstein, Deanne M. Taylor, Stephen J. Chanock, David J. Hunter, and Xihong Lin
Predicting Treatment Efficacy via Quantitative MRI: A Bayesian Joint Model, Jincao Wu and Tim Johnson
Randomization-Based Inference within Principal Strata, Tracy L. Nolen and Michael Hudgens
Recovery of the Baseline Incidence Density in Censored Time-to-Event Analysis, Mikel Aickin
REGRESSION ADJUSTMENT AND STRATIFICATION BY PROPENSTY SCORE IN TREATMENT EFFECT ESTIMATION, Jessica A. Myers and Thomas A. Louis
Robustness of approaches to ROC curve modeling under misspecification of the underlying probability model, Sean Devlin, Elizabeth Thomas, and Scott S. Emerson
Simple, Efficient Estimators of Treatment Effects in Randomized Trials Using Generalized Linear Models to Leverage Baseline Variables, Michael Rosenblum and Mark J. van der Laan
Simple Examples of Estimating Causal Effects Using Targeted Maximum Likelihood Estimation, Michael Rosenblum and Mark J. van der Laan
SIMPLE EXAMPLES OF ESTIMATING CAUSAL EFFECTS USING TARGETED MAXIMUM LIKELIHOOD ESTIMATION, Michael Rosenblum and Mark J. van der Laan
Stratifying Subjects for Treatment Selection with Censored Event Time Data from a Comparative Study, Lihui Zhao, Tianxi Cai, Lu Tian, Hajime Uno, Scott D. Solomon, and L. J. Wei
Super Learner In Prediction, Eric C. Polley and Mark J. van der Laan
SURROGATE SCREENING MODELS FOR THE LOW PHYSICAL ACTIVITY CRITERION OF FRAILTY, Sandrah P. Eckel, Karen Bandeen-Roche, Paulo H.M. Chaves, Linda P. Fried, and Thomas A. Louis
Targeted Bayesian Learning, Ivan Diaz Munoz, Alan E. Hubbard, and Mark J. van der Laan
Targeted Maximum Likelihood Based Causal Inference, Mark J. van der Laan
Targeted Maximum Likelihood Estimation of the Parameter of a Marginal Structural Model, Michael Rosenblum and Mark J. van der Laan
Targeted Maximum Likelihood Method for Repeated Measures Semiparametric Regression: Discovery for Transcription Factor Activity, Catherine Tuglus and Mark J. van der Laan
Targeting The Optimal Design In Randomized Clinical Trials With Binary Outcomes And No Covariate, Antoine Chambaz and Mark J. van der Laan
The handling of missing data in molecular epidemiologic studies, Manisha Desai, Jessica Kubo, Denise Esserman, and Mary Beth Terry
The Impact Of Coarsening The Explanatory Variable Of Interest In Making Causal Inferences: Implicit Assumptions Behind Dichotomizing Variables, Ori M. Stitelman, Alan E. Hubbard, and Nicholas P. Jewell
The Interactive Decision Committee for Chaemical Toxicity Analysis, Chaeryon Kang, Hao Zhu, Fred A. Wright, Fei Zou, and Michael R. Kosorok
The Linkset Model for 2^n Contingency Tables, Mikel Aickin
The Strength of Statistical Evidence for Composite Hypotheses: Inference to the Best Explanation, David R. Bickel
The use of multiple imputation in molecular epidemiologic studies assessing interaction effects, Manisha Desai, Denise Esserman, Marilie Gammon, and Mary Beth Terry
THE USE OF PROPENSITY SCORES TO ASSESS THE GENERALIZABILITY OF RESULTS FROM RANDOMIZED TRIALS, Elizabeth A. Stuart, Stephen R. Cole, Catherine P. Bradshaw, and Philip J. Leaf
USING THE R PACKAGE crlmm FOR GENOTYPING AND COPY NUMBER ESTIMATION, Robert B. Scharpf, Rafael Irizarry, Walter Ritchie, Benilton Carvalho, and Ingo Ruczinski
Using the Stages of Change Model to Choose an Optimal Health Marketing Target, Paula Diehr, Peggy A. Hannon, Barbara Pizacani, Mark Forehand, Jeffrey Harris, Hendrika Meischke, Susan J. Curry, Diane P. Martin, and Marcia R. Weaver
Utilizing the Integrated Difference of Two Survival Functions to Quantify the Treatment Contrast for Designing, Monitoring and Analyzing a Comparative Clinical Study, Lihui Zhao, Lu Tian, Hajime Uno, Scott D. Solomon, Marc A. Pfeffer, J. S. Schindler, and L. J. Wei
WAVELET BASED FUNCTIONAL MODELS FOR TRANSCRIPTOME ANALYSIS WITH TILING ARRAYS, Lieven Clement, Kristof DeBeuf, Ciprian Crainiceanu, Olivier Thas, Marnik Vuylsteke, and Rafael Irizarry
WEIGHTING AND PREDICTION IN SAMPLE SURVEYS, Rod Little