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Field
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, multilevel modeling, causal inference, Bayesian methods, computational modeling, and machine-learning approaches. Responsibilities include maintaining an active program of research, pursuing external funding
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-modelling collaborators. Experience with stochastic or individual-based models, high-performance or cluster computing, version control systems such as GitHub, reproducible workflows, Bayesian or likelihood
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perspective to fundamentally solve the central question: how should an observer act in an environment to actively uncover the goal of the agent? Required knowledge Proficiency in Programming, Bayesian
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statistical models (Bayesian approaches, geographical analyses) adapted to environmental data. • Carry out statistical analyses and the spatial distribution of risk between residential environmental exposures
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psychology, behavioural economics, or a closely related discipline, and bring strong expertise in experimental and quantitative methods, including proficiency in Python and Bayesian analytical approaches. A
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understanding of data quality, reproducibility and robust analytical practice. Experience of SQL, cloud-based or high-performance computing environments, and Bayesian methods would also be valuable. Beyond
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simulation, Bayesian methods, Gaussian Process regression algorithms with uncertainty quantification of the impact of environmental conditions and other factors on the developed solutions, perform physical
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workflows across different scales (e.g. multi-fidelity Bayesian optimization). Teaching responsibilities include courses in the university’s bachelor and master programs such as Industrial Biotechnology and
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will lead an exciting project to discover new genetic causes for mitochondrial diseases using novel computational approaches including A.I. and Bayesian statistical methods applied to genome wide
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data science approaches includes the application of Bayesian inference or probabilistic machine learning to geophysical models. UiO is subject to the Security Act, which governs the organisation's