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Statistical Methods for Biomedical Network Data
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Investigating genetic associations using power-optimizing analytic approaches
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Latent Class Methods for Complex Chronic Disease Data
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Quantifying the Impact of Local SUTVA Violations in Spatiotemporal Causal Models
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Prediction Approaches for High-dimensional and Complex Neuroimaging Data
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Brain Network-Based Statistical Approaches for Neuroimaging Data
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Disease Risk annotation of Genomic and Epigenomic Variants using Machine Learning Approaches
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Statistical Methods for Analyzing Compositional Human Microbiome Data
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Probabilistic clustering of complex biomarker data for Alzheimer’s Disease
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Statistical Methods for Analyzing Microbiome Data
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Characterizing the Molecular Mechanisms Underlying the Health Effects of Fine Particulate Matters among Susceptible Populations via Multi-Omics Analysis
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Cell type identification in single-cell genomics and its applications
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Flexible and Robust Methods for Evaluating Covariate Effects on Biomedical Outcomes
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Deciphering the Cell Type Specific Activities from High-throughput Omics Data
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New Statistical Methods for Analyzing Microbiome Data
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Advances in Causal Inference to Support Vaccine Development and Evaluation
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Statistical Methods for Disease Surveillance Based on Multiple Data Streams
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