Content Posted in 2008
A Bayesian Approach to Modeling Associations Between Pulsatile Hormones, Nichole E. Carlson, Timothy D. Johnson, and Morton B. Brown
Accommodating Covariates in ROC Analysis, Holly Janes, Gary M. Longton, and Margaret Pepe
Accounting for Errors from Predicting Exposures in Environmental Epidemiology and Environmental Statistics, Adam A. Szpiro, Lianne Sheppard, and Thomas Lumley
A Comparison of Methods for Estimating the Causal Effect of a Treatment in Randomized Clinical Trials Subject to Noncompliance, Rod Little, Qi Long, and Xihong Lin
A Functional Random Effects Model for Flexible Assessment of Susceptibility in Longitudinal Designs, Brent A. Coull
A Guide to Causal Parameters in Case-Control Designs: Targeted Maximum Likelihood Estimation, Sherri Rose and Mark J. van der Laan
A Metastasis or a Second Independent Cancer? Evaluating the Clonal Origin of Tumors Using Array-CGH Data, Irina Ostrovnaya, Adam Olshen, Venkatraman E. Seshan, Irene Orlow, D G. Albertson, and Colin B. Begg
A Method for Visualizing Multivariate Time Series Data, Roger D. Peng
Analysis of Adverse Events in Drug Safety: A Multivariate Approach Using Stratified Quasi-least Squares, Hanjoo Kim, Justine Shults, Scott Patterson, and Robert Goldberg-Alberts
ANALYSIS OF SUBGROUP EFFECTS IN RANDOMIZED TRIALS WHEN SUBGROUP MEMBERSHIP IS INFORMATIVELY MISSING: APPLICATION TO THE MADIT II STUDY, Daniel O. Scharfstein, Georgiana Onicescu, and Steven Goodman
Analyzing Correlated Longitudinal and Survival Data in Clinical Trials Using Multivariate Time-to-Event Methods, Benjamin R. Saville, Amy H. Herring, and Gary G. Koch
An Empirical Study of Small-Area Variation for ICD-9 Surgical Procedures, Paula Diehr, Kevin Cain, Zhan Ye, and John Loeser
A Network-constrained Empirical Bayes Method for Analysis of Genomic Data, Caiyan Li, Zhi Wei, and Hongzhe Li
A New Class of Rank Tests for Interval-censored Data, Guadalupe Gomez and Ramon Oller Pique
A Note on Risk Prediction for Case-Control Studies, Sherri Rose and Mark J. van der Laan
A NOVEL AND SIMPLE RULE OF THUMB FOR MULTIPLICITY CONTROL IN EQUIVALENCE TESTING USING TWO ONE-SIDED TESTS, Carolyn Lauzon and Brian S. Caffo
AN OVERVIEW OF OBSERVATIONAL SLEEP RESEARCH WITH APPLICATION TO SLEEP STAGE TRANSITIONING, Brian S. Caffo, B. Swihart, A. Laffan, C. Crainiceanu, and N. Punjabi
A Powerful and Flexible Multilocus Association Test for Quantitative Traits, Lydia Coulter Kwee, Dawei Liu, Xihong Lin, Debashis Ghosh, and Michael P. Epstein
Applications of Extensions of Bivariate Rank Sum Tests to the Bilateral Crossover Design to Compare Two Treatments Through Four Sequence Groups, Atsushi Kawaguchi, Gary G. Koch, and Ratna Ramaswamy
A SIMPLE INDEX OF SMOKING, Abhaya Indrayan Dr., Rajeev Kumar Mr., and Shridhar Dwivedi Dr.
A Simulation Experiment to Investigate the Distributional Behavior of Extreme Cook's Distance for GEE to Models with Contaminated Binary Responses, Kunthel By, John Preisser, and Bahjat Qaqish
A Small Sample Correction for Estimating Attributable Risk in Case-Control Studies, Daniel B. Rubin
Assessing The Role Of Multi-protein Complexes In Determining Phenotype, Nolwenn Le Meur and Robert Gentleman
Bayesian Model Averaging for Clustered Data: Imputing Missing Daily Air Pollution Concentration, Howard H. Chang, Francesca Dominici, and Roger D. Peng
Borrowing Information Across Populations in Estimating Positive and Negative Predictive Values, Ying Huang, Youyi Fong, John Wei, and Ziding Feng
Caching and Distributing Statistical Analyses in R, Roger D. Peng
Calibrating Parametric Subject-specific Risk Estimation, Tianxi Cai, Lu Tian, Hajime Uno, Scott D. Solomon, and L. J. Wei
Causal Inference in Observational Studies with Outcome-Dependent Sampling, Weiwei Wang, Daniel Scharfstein, Zhiqiang Tan, and Ellen J. MacKenzie
Change-point Problem and Regression: An Annotated Bibliography, Ahmad Khodadadi and Masoud Asgharian
Cluster Mass Inference Method via Random Field Theory, Hui Zhang, Thomas E. Nichols, and Timothy D. Johnson
Confidence Intervals for Negative Binomial Random Variables of High Dispersion, David Shilane, Alan E. Hubbard, and S N. Evans
Confidence Intervals for the Population Mean Tailored to Small Sample Sizes, with Applications to Survey Sampling, Michael Rosenblum and Mark J. van der Laan
Covariate Adjustment for the Intention-to-Treat Parameter with Empirical Efficiency Maximization, Daniel B. Rubin and Mark J. van der Laan
Data-adaptive Selection Of The Adjustment Set In Variable Importance Estimation, Oliver Bembom, Jeffrey W. Fessel, Robert W. Shafer, and Mark J. van der Laan
Data-adaptive selection of the truncation level for Inverse-Probability-of-Treatment-Weighted estimators, Oliver Bembom and Mark J. van der Laan
Data Quality Assessment of Ungated Flow Cytometry Data in High, Nolwenn Le Meur, Anthony Rossini, Maura Gasparetto, Clay Smith, Ryan R. Brinkman, and Robert Gentleman
DESIGN AND ANALYSIS ISSUES IN GENOME-WIDE SOMATIC MUTATION STUDIES OF CANCER, Giovanni Parmigiani, Simina Boca, Jimmy Lin, Kenneth W. Kinzler, Victor E. Velculescu, and Bert Vogelstein
Detection of Recurrent Copy Number Alterations in the Genome: a Probabilistic Approach, Oscar M. Rueda and Ramon Diaz-Uriarte
Doubly Robust Ecological Inference, Daniel B. Rubin and Mark J. van der Laan
Empirical Null and False Discovery Rate Inference for Exponential Families, Armin Schwartzman
Estimating the Causal Effect of Lower Tidal Volume Ventilation on Survival in Patients with Acute Lung Injury, Weiwei Wang, Daniel Scharfstein, Roy Brower, and Dale Needham
Estimation and Comparison of Receiver Operating Characteristic Curves, Margaret Pepe, Gary M. Longton, and Holly Janes
Estimation and Testing for the Effect of a Genetic Pathway on a Disease Outcome Using Logistic Kernel Machine Regression via Logistic Mixed Models, Dawei Liu, Debashis Ghosh, and Xihong Lin
Estimation Based on Case-Control Designs with Known Incidence Probability, Mark J. van der Laan
Estimation for Arbitrary Functionals of Survival, Kyle Rudser, Michael L. LeBlanc, and Scott S. Emerson
Estimation in Semiparametric Transition Measurement Error Models for Longitudinal Data, Wenqin Pan, Donglin Zeng, and Xihong Lin
Estimation of Controlled Direct Effects, Sylvie Goetgeluk, Stijn Vansteelandt, and Els Goetghebeur
Evaluating Subject-level Incremental Values of New Markers for Risk Classification Rule, Tianxi Cai, Lu Tian, Donald M. Lloyd-Jones, and L. J. Wei
Expanded Technical Report: Mapping Ancient Forests: Bayesian Inference for Spatio-temporal Trends in Forest Composition Using the Fossil Pollen Proxy Record, Christopher J. Paciorek and Jason S. McLachlan
Extensions to Gene Set Enrichment, Zhen Jiang and Robert Gentleman
FDR Controlling Procedure for Multi-stage Analyses, Catherine Tuglus and Mark J. van der Laan
Finding Recurrent Regions of Copy Number Variation: A Review, Oscar M. Rueda and Ramon Diaz-Uriarte
GENERALIZED MULTILEVEL FUNCTIONAL REGRESSION, Ciprian M. Crainiceanu, Ana-Maria Staicu, and Chongzhi Di
GEOSTATISTICAL INFERENCE UNDER PREFERENTIAL SAMPLING, Peter J. Diggle, Raquel Menezes, and Ting-li Su
Incorporation of Genetic Pathway Information into Analysis of Multivariate Gene Expression Data, Zhi Wei, Jane E. Minturn, Eric Rappaport, Garrett Brodeur, and Hongzhe Li
Influence of prediction approaches for spatially-dependent air pollution exposure on health effect estimation, Sun-Young Kim, Lianne Sheppard, and Ho Kim
JOINTLY MODELING CONTINUOUS AND BINARY OUTCOMES FOR BOOLEAN OUTCOMES: AN APPLICATION TO MODELING HYPERTENSION, Xianbin Li, Brian S. Caffo, and Elizabeth Stuart
Joint Spatial Modeling of Recurrent Infection and Growth with Processes Under Intermittent Observation, Farouk S. Nathoo
LEARNING FROM NEAR MISSES IN MEDICATION ERRORS: A BAYESIAN APPROACH, Jessica A. Myers, Francesca Dominici, and Laura Morlock
Limitations of Remotely-sensed Aerosol as a Spatial Proxy for Fine Particulate Matter, Christopher J. Paciorek and Yang Liu
Marginal Structural Models for Partial Exposure Regimes, Stijn Vansteelandt, Karl Mertens, Carl Suetens, and Els Goetghebeur
Measurement Error Caused by Spatial Misalignment in Environmental Epidemiology, Alexandros Gryparis, Christopher J. Paciorek, Ariana Zeka, Joel Schwartz, and Brent A. Coull
Model-based Clustering of Methylation Array Data: A Recursive-partitioning Algorithm for High-dimensional Data Arising as a Mixture of Beta Distributions, E. Andres Houseman, Brock C. Christensen, Ru-Fang Yeh, Carmen J. Marsit, Margaret R. Karagas, Margaret Wrensch, Heather H. Nelson, Joseph Wiemels, Shichun Zheng, John K. Wiencke, and Karl T. Kelsey
Model-Robust Regression and a Bayesian `Sandwich' Estimator, Adam A. Szpiro, Kenneth M. Rice, and Thomas Lumley
MODEL SELECTION AND HEALTH EFFECT ESTIMATION IN ENVIRONMENTAL EPIDEMIOLOGY, Francesca Dominici, Chi Wang, Ciprian Crainiceanu, and Giovanni Parmigiani
Multilevel Latent Class Models with Dirichlet Mixing Distribution, Chongzhi Di and Karen Bandeen-Roche
Multiple imputation of timing of mother-to-child transmission of HIV, Elizabeth Brown and Ying Qing Chen
Nonparametric Heteroscedastic Transformation Regression Models for Skewed Data with an Application to Health Care Costs, Xiao-Hua Zhou, Huazhen Lin, and Eric Johnson
Nonparametric Inference Procedure For Percentiles of the Random Effect Distribution in Meta Analysis, Rui Wang, Lu Tian, Tianxi Cai, and L. J. Wei
Nonparametric Regression Using Local Kernel Estimating Equations for Correlated Failure Time Data, Zhangsheng Yu and Xihong Lin
On the designation of the patterned associations for longitudinal Bernoulli data: weight matrix versus true correlation structure?, Hanjoo Kim, Joseph M. Hilbe, and Justine Shults
ON THE MERITS OF VOXEL-BASED MORPHOMETRIC PATH-ANALYSIS FOR INVESTIGATING VOLUMETRIC MEDIATION OF A TOXICANT'S INFLUENCE ON COGNITIVE FUNCTION, Shu-chih Su, Brian S. Caffo, Lynn E. Eberly, Elizabeth Garrett-Mayer, Walter F. Stewart, Sining Chen, David Yousem, Christos Davatzikos, and Brian Schwartz
Optimal Cutpoint Estimation with Censored Data, Mithat Gonen and Camelia Sima
Performance of One-Step Approximation Relative to Exact Cluster Cook's Distance for GEE, John Preisser, Kunthel By, and Bahjat Qaqish
Practical Large-Scale Spatio-Temporal Modeling of Particulate Matter Concentrations, Christopher J. Paciorek, Jeff D. Yanosky, Robin C. Puett, Francine Laden, and Helen H. Suh
Predicting Intra-Urban Variation in Air Pollution Concentrations with Complex Spatio-Temporal Interactions, Adam A. Szpiro, Paul D. Sampson, Lianne Sheppard, Thomas Lumley, Sara D. Adar, and Joel Kaufman
Properties of Monotonic Effects on Directed Acyclic Graphs, Tyler J. VanderWeele and James M. Robins
Properties of Monotonic Effects on Directed Acyclic Graphs, Tyler J. VanderWeele and James M. Robins
"%QLS SAS Macro: A SAS macro for Analysis of Longitudinal Data Using Quasi-Least Squares"., Hanjoo Kim and Justine Shults
Reversal in declining trend of adult mortality in many states of India, 1970-2001: Is it due to AIDS?, Abhaya Indrayan and Ajay Kumar Bansal
Semiparametric and nonparametric methods for evaluating risk prediction markers in case-control studies, Ying Huang and Margaret Pepe
Semiparametric Inferential Procedures for Comparing Multivariate ROC Curves with Interaction Terms, Liansheng Tang and Xiao-Hua Zhou
Semi-Parametric Maximum Likelihood Estimates for ROC Curves of Continuous-Scale Tests, Xiao-Hua Zhou and Huazhen Lin
Semiparametric Maximum Likelihood Estimation in Normal Transformation Models for Bivariate Survival Data, Yi Li, Ross L. Prentice, and Xihong Lin
Semiparametric methods for evaluating the covariate-specific predictiveness of continuous markers in matched case-control studies, Ying Huang and Margaret S. Pepe
Spatial Misalignment in time series studies of air pollution and health data, Roger D. Peng and Michelle L. Bell
STATISTICAL METHODS FOR AUTOMATED DRUG SUSCEPTIBILITY TESTING: BAYESIAN MINIMUM INHIBITORY CONCENTRATION PREDICTION FROM GROWTH CURVES, Xi Zhou, Merlise A. Clyde, James Garrett, Viridiana Lourdes, Michael O'Connell, Giovanni Parmigiani, David J. Turner, and Tim Wiles
Supervised Distance Matrices: Theory and Applications to Genomics, Katherine S. POLLARD and Mark J. van der Laan
Synthesis Analysis of Regression Models with a Continuous Outcome, Andrew Zhou, Nan Hu, Guizhou Hu, and Martin Root
Targeted Methods for Biomarker Discovery, the Search for a Standard, Catherine Tuglus and Mark J. van der Laan
Testing Variance Components in Multilevel Linear Models using Approximate Bayes Factors, Benjamin R. Saville, Amy H. Herring, Jay S. Kaufman, and David A. Savitz
The Calculation of the 97.5% Upper Confidence Bound: Application to Clustered Binary Data in a Binomial Non-Inferiority Two-Sample Trial., William F. McCarthy
The combination of ecological and case-control data, Sebastien Haneuse and Jon Wakefield
The Construction and Analysis of Adaptive Group Sequential Designs, Mark J. van der Laan
The Design and Sample Size Requirement for a Cluster Randomized Non-Inferiority Trial with Two Binary Co-Primary Outcomes., William F. McCarthy
The Highest Confidence Density Region and Its Usage for Inferences about the Survival Function with Censored Data, Lu Tian, Rui wang, Tianxi Cai, and L. J. Wei
The Multiple Admission Factor (MAF) in Small Area Variation Analysis, Kevin Cain and Paula Diehr
Trading Bias for Precision: Decision Theory for Intervals and Sets, Kenneth M. Rice, Thomas Lumley, and Adam A. Szpiro
Using Longitudinal Data to Estimate the Effect of Starting to Exercise on the Health of Sedentary Older Adults, Paula Diehr and Calvin Hirsch
U-Statistics-based Tests for Multiple Genes in Genetic Association Studies, Zhi Wei, Mingyao Li PhD, Timothy Rebbeck, and Hongzhe Li
Variable Selection by Bayesian Adaptive Lasso and Iterative Adaptive Lasso, with Application for Genome-wide Multiple Loci Mapping, Wei Sun, Joseph G. Ibrahim, and Fei Zou
Why Match? Investigating Matched Case-Control Study Designs with Causal Effect Estimation, Sherri Rose and Mark J. van der Laan