Statistical Methods for Disease Surveillance Based on Multiple Data Streams

Advances in Causal Inference to Support Vaccine Development and Evaluation

New Statistical Methods for Analyzing Microbiome Data

Capture-Recapture Methodology for Epidemiological Surveillance Accounting for Misclassification of Disease Status

Deciphering the Cell Type Specific Activities from High-throughput Omics Data

Flexible and Robust Methods for Evaluating Covariate Effects on Biomedical Outcomes

Association Study between Diseases and Human Tissue-Specific Epigenomes

Application of Machine Learning Algorithms for Estimating Daily PM2.5 Concentrations

Genome-wide TWAS of brain and blood tissues identifies novel risk genes for Alzheimer’s disease dementia

Exploring the Genetics and Biological Pathways of Obesity through Computational Biology and Statistical Approaches

Statistical methods for modeling the association between repeated measures of hemoglobin during pregnancy and adverse birth outcomes

Multi-tissue differential expression analyses between proxy case and control samples

Using Negative Exposures to Partially Control for Unmeasured Confounders in Time-Series Analysis of Air Pollution and Health

Investigation of predictability of photo images from different anatomic regions for detecting anemia among preterm infants

Clustering the Liver Measures of Women Living with HIV

Iron Biomarker Profiles and Prediction of Iron Deficiency Anemia among Women of Reproductive Age in the US

A benchmark of rare cell type detection methods for single-cell RNA sequencing data

Bias in Vaccine Effectiveness Estimation Under Changing Testing Probabilities When Using the Test-Negative Design

Selection bias and permutation tests in fMRI

Adjusting for selective attrition in a longitudinal study assessing the rate of cognitive decline

Potential biomarkers for ALS/FTD as a consequence of TDP-43 loss of function

Association between drug usage time and gene expression-based pathway score in HNSCC patients

Dynamic prediction of survival status in patients undergoing cardiac catheterization using a joint modeling approach

Evaluating the performance of maximum likelihood estimation in a discriminant function framework to account for non-detectable exposure measurements in matched case-control studies

Methylation Imputation from HM450K Array to EPIC Array with Autoencoder and Nonnegative Matrix Factorization

Methods for Improving the Interpretability and Evaluation of Machine Learning Models and Decision Making Systems

Associations between short-term exposure to ambient air pollution and emergency department visits for cardiovascular diseases in thirteen U.S. cities

Statistical Methods for Analyzing Microbiome Data

Probabilistic clustering of complex biomarker data for Alzheimer’s Disease

Statistical Methods for Analyzing Compositional Human Microbiome Data

Statistical Methods for Mediation Analysis of Omics Data

Brain Network-Based Statistical Approaches for Neuroimaging Data

Prediction Approaches for High-dimensional and Complex Neuroimaging Data

Improvements in statistical machine learning for current problems in public health

Prediction of CBC Hemoglobin Levels for Preterm Infants: Evaluation of Anatomic Regions for Smartphone Photos

Correlation analysis between MRI brain image and gene expression using ADNI data.

Integrate Proteomics Data with GWAS Summary data for Studying Alzheimer’s Disease by Nonparametric Bayesian Method

Time-series Analysis of Seasonal Influenza Activity and Preterm Birth in Atlanta, Georgia from 2010 to 2015

Bayesian Functional Genome-wide Association Study using Standardized Individual-level and Summary-level GWAS Data

Relaxed Conditional Bootstrap Inference for Sparse Data Under a Rectangular Array Embedding

Ambient Air Pollution Estimation Using Bayesian Hierarchical Models

Topics in Data Integration Methods for Neuroimaging and Generalized Additive Mixed Models for Ambulatory Blood Pressure Curves and Psychosocial Stressors

Flexible Methods to Incorporate Covariates in Latent Class Analysis

New Statistical Methods for Complex Survival Analysis Problems

Latent Class Methods for Complex Chronic Disease Data

Characterizing the Developmental Trajectories for Cerebellar Volumes via Penalized Splines and Derivative Analysis

The effect of ambient air pollution on term birth weight and preterm birth in Kansas, 2005-2013

Comparing Methods to Handle Missing Data in the Estimation of Population Attributable Factors of Anemia in Preschool Children

The Application of Spatial Regression Analysis in Examining the Relationship Between Drinking Water Contaminants and Cancer Incidence Rates in Iowa and Illinois