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Bayesian multilevel quantile regression for longitudinal data
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Bayesian methods for autonomous learning systems
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Bayesian hierarchical models in genetic association studies
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Prediction and feature selection with regularized regression in integrative genomics
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Obtaining breath alcohol concentration from transdermal alcohol concentration using Bayesian approaches
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Population modeling and Bayesian estimation for the deconvolution of blood alcohol concentration from transdermal alcohol biosensor data
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Robust feature selection with penalized regression in imbalanced high dimensional data
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Bayesian model averaging methods for gene-environment interactions and admixture mapping
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Sense and sensibility: statistical techniques for human energy expenditure estimation using kinematic sensors
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Characterization and discovery of genetic associations: multiethnic fine-mapping and incorporation of functional information
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Using multi-level Bayesian hierarchical model to detect related multiple SNPs within multiple genes to disease risk
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Computational model of stroke therapy and long term recovery
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Bayesian vector autoregression, a time series model
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Quantile mediation models: methods for assessing mediation across the outcome distribution
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Nonlinear modeling and machine learning methods for environmental epidemiology
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A hierarchical physiologically-based pharmacokinetic modeling platform for genetic and exposure effects in metabolic pathways
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Large-scale inference in multiple Gaussian graphical models
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Design, adaptation and variational methods in uncertainty quantification
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A Bayesian approach to the analysis of nonlinear models with applications in pharmacokinetics
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A study of methods for missing data problems in epidemiologic studies with historical exposures
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A Bayesian analysis of pooling cross-section time series data: An investigation of company investment behavior
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A Bayesian approach to the prognosis of mental deficiencies in the high risk infant
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A Bayesian model for the prediction of local policy outputs in California public sector labor relations
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Filling in the gaps: 3D mapping Arizona's Basin and Range aquifer in the Prescott Active Management Area
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Functional based multi-level flexible models for multivariate longitudinal data
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