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Incorporating uncertainty in design parameters: a hybrid classical-Bayesian power analysis approach for two-level cluster randomized trials
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Bayesian hierarchical and joint modeling of the reversal learning task
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Nonparametric estimation of an unknown probability distribution using maximum likelihood and Bayesian approaches
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Object representation and magnetic moments in thin alkali films
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Human and machine probabilistic estimation for decision analysis
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Quantile mediation models: methods for assessing mediation across the outcome distribution
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Essays on commercial media and advertising
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Interaction and topology in distributed multi-agent coordination
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The impact of statistical method choice: evaluation of the SANO randomized clinical trial using two non-traditional statistical methods
Integrative approach of biological systems analysis on regulatory pathways, modules, protein essentialities, and disease gene classification
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Advanced machine learning techniques for video, social and biomedical data analytics
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Deep generative models for time series counterfactual inference
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Novel algorithms for large scale supervised and one class learning
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Prioritizing phenotype-associated functional modules and sub-networks from high throughout screening results
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Understanding and exploiting the acoustic propagation delay in underwater sensor networks
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Quickest change detection with applications to distributed multi-sensor systems
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Big data analytics in metagenomics: integration, representation, management, and visualization
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Evolutionary genomic analysis in heterogeneous populations of non-model and model organisms
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