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Advances in Causal Inference to Support Vaccine Development and Evaluation
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Probabilistic clustering of complex biomarker data for Alzheimer’s Disease
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Statistical Methods for Analyzing Compositional Human Microbiome Data
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Prediction Approaches for High-dimensional and Complex Neuroimaging Data
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Topics in Data Integration Methods for Neuroimaging and Generalized Additive Mixed Models for Ambulatory Blood Pressure Curves and Psychosocial Stressors
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New Statistical Methods for Complex Survival Analysis Problems
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Latent Class Methods for Complex Chronic Disease Data
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Characterizing the Developmental Trajectories for Cerebellar Volumes via Penalized Splines and Derivative Analysis
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Improved Algorithm for Independent Component Analysis (ICA) with the Relax and Split Approximation
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Hypothesis testing on the number of components in finite mixture models
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Stability of Inference Derived from Machine Learning-based Doubly Robust Estimators of Treatment Effects
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Identifying land use and meteorological factors associated with the ratio of personal PM2.5 exposures versus ambient concentration in a panel of college students
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Development of Statistical Methods for Multiple-Hypotheses Testing
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Statistical Methods for High-throughput Epigenomics Data
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Discovery of Airway Fluid Proteins Associated with Progressive Lung Disease and Damage in Early Childhood Cystic Fibrosis
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Traditional versus Competing Risks Approaches in the Modeling of Survival Time
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Comparison of Imputation Methods on Metabolomics Data with Triplet Data
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Effect of 5-FU Bolus on Survival in Patients with Metastatic Colorectal Cancer Treated with Combination Chemotherapy
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High-dimensional Universal Dependence Discovery
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Likelihood Methods for Logistic
Regression with Missing Data
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Survival Analysis with Covariate Measurement Error
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Constructing Confidence Intervals for Sensitivity Under Controlled
Specificity in Medical Tests
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Estimation of Potential Outcomes when Treatment Assignment and Discontinuation Compete in Observational Data
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Gestational Diabetes validation data study: an example of testing
differences in sensitivity and specificity of two diagnostic
methods using non-random sampling in a paired study design
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Novel Statistical Methods for Analyzing Next Generation Sequencing
Data
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Adherence Measure Methods to Antiretroviral Therapy in HIV-Infected
Patients in South Africa
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Determining Greek Architectural Design Units in the Sanctuary ofthe Great Gods, Samothrace: Application of and Extensions to theCosine Quantogram Method
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Similarity and diversity measures for flow cytometry data
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Penalized Linear Regression and a Flexible Alternative
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Statistical Methods for Multi-modal Neuroimaging Data: Techniques
for the Combined Analysis of Brain Function and Structure
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Statistical Methods for Causal Inference in Observational Studies
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Comparison of Warfarin and Aspirin in Preventing Symptoms Causedby Atherosclerotic Intracranial Arterial Stenosis by UsingPrincipal Stratification
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Some Novel Statistical Methods for Neuroimaging Data Analysis
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Statistical Methods to Adjust for Misclassified Repeated Exposures in Modeling Disease-Exposure Associations
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Spatial and spatial-temporal point process analysis
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Regression Models for a Continuous Outcome Subject to Pooling
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Robust Statistical Methods for Handling Missing Data
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Quantifying the Impact of Local SUTVA Violations in Spatiotemporal Causal Models
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Statistical Methods for Handling Missing Data in Functional Data Analysis
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Statistical Methods for Omics Data Integration
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Novel Model-based Methods for High-throughput Genomics Data Analysis
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