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Spatio-Temporal Generalized Autoregressive Conditional Heteroskedasticity Models

open access: yes, 2016
This thesis presents a spatio-temporal extension of the GARCH process with a specific spatial dependence structure. Different simulation and estimation techniques are developed. Assuming a circular spatial structure at each time point, gives a closed and finite set of variables at each point in time, making the spatio-temporal process adapted in the ...
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