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Field
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. This strategic hire is a cornerstone of our newly approved Data Science Concentration, which integrates departmental strengths across Statistics (e.g., applied and Bayesian methods), Pure Mathematics (e.g
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spans from advanced theoretical and methodological Statistics (classical and Bayesian) to diverse applications, allowing for comprehensive research approaches. Our members work on Design of Experiments
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this position will continue with their faculty appointment at The Cooper Union. Essential Functions/Responsibilities Expertise in all areas of machine learning including deep learning, Bayesian statistics
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/Seurat, count models, batch correction, differential analyses). Strong grounding in statistics (GLMs, hierarchical/Bayesian modeling, multiple testing) and experimental-design principles. Bioinformatics
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-concentrating mechanism, which includes carboxysomes. Molecular clock analyses place the origin of the CSP clade firmly in the Neoproterozoic. To test these competing interpretations, we will use Bayesian
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for mathematics across the CWTS Leiden, ARWU, USNews, and QS rankings. In Statistics, the School has research strengths in Bayesian and Monte Carlo Methods, Biostatistics and Ecology, Combinatorics, Data Science
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research areas include biostatistics, Bayesian methods, environmental and ecological statistics, multivariate statistics, spatial and spatiotemporal analysis, sports analytics, and statistics and data
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, to support predictive modelling, deep phenotyping, and real-world evidence generation. Apply and refine causal inference methodologies, such as structural equation modelling and Bayesian approaches, to better
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learning models, including their strengths, deficiencies, and strategies for (hyper)parameter optimization. Prior use of Bayesian optimization or other relevant active learning algorithms is preferred
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. Knowledge of ensemble reweighting techniques (e.g., Bayesian approaches, metainference) and the ability to assess model-to-data fit quality. Proficiency in Unix/Linux environments and solid programming skills