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Browsing by Author "Correia, Hannah Elizabeth"
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Modeling Complex Climate Change Effects on Fluctuating Populations of Fish Communities in the Northern Pacific Ocean
Correia, Hannah Elizabeth (2019-07-23)
The main purpose of this study was to bring new mathematical and statistical methods to the ecological community and highlight novel application of these methods to practical scientific questions. Deepwater marine systems ...
Rank-Based Estimation for Generalized Additive Models
Correia, Hannah Elizabeth (2016-07-08)
This thesis focuses on the improvement of generalized additive models (GAMs) using rank estimators. We introduce estimation of the smoothing functions in GAMs via backfitting in a local scoring algorithm using maximization ...