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Affiliation: |
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Professional Interests: |
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Yan Jiao (Associate Professor) |
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PhD, MSc, BSc |
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The true logic of this world is in the calculus of probabilities. --- J. C. Maxwell
My research interests are to explain the nature of aquatic species and manage them as appropriate as we can in a probabilistic way. Specifically, I am working on: Population dynamics and stock assessment; Risk analysis; Fisheries management (decision analysis, adaptive management); Fishery ecology; Statistical computing.
Applications in models of stock recruitment, statistical catch-at-age, matrix models, generalized linear/additive models, spatial-temporal modeling, hierarchical modeling, measurement error (error-in-variable) models, time series models, multi-species models, Bayesian modeling, quantitative risk assessment (Monte Carlo, composite, Bayesian, fuzz logic).
Applications in the areas/species of commercial and recreational fish species, species under conservation or invasive.
Recent focus: spatial-temporal dynamics and its modeling in fisheries; ecosystem modeling (climate driven population dynamics modeling; quantification of species interaction) |
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