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Bayesian analysis of historical functional linear models with application to air pollution forecasting

Historical functional linear models are used to analyse the relationship between a functional response and a functional predictor whereby only the past of the predictor process can affect the current outcome. In this work, we develop a Bayesian framework for the analysis of the historical functional...

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Bibliographic Details
Main Author: Junglee, Yovna
Other Authors: Erni, Birgit
Format: Thesis
Language:English
Published: Department of Statistical Sciences 2023
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