On the Normalized Spectral Representation of Max-Stable Processes on a Compact Set
classification
🧮 math.PR
keywords
spectralmax-stablerepresentationnormalizedprocessescompactprocesssimulation
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The normalized spectral representation of a max-stable process on a compact set is the unique representation where all spectral functions share the same supremum. Among the class of equivalent spectral representations of a process, the normalized spectral representation plays a distinctive role as a solution of two optimization problems in the context of an efficient simulation of max-stable processes. Our approach has the potential of considerably reducing the simulation time of max-stable processes.
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