Search for dissertations about: "spatio-temporal marked point process"
Found 2 swedish dissertations containing the words spatio-temporal marked point process.
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1. Modelling and Inference for Spatio-Temporal Marked Point Processes
Abstract : This thesis deals with inference problems related to the growth-interaction process (GI-process). The GI-process is a continuous time spatio-temporal point process with dynamic interacting marks (closed disks), in which the immigration-death process (ID-process) controls the arrivals of new marked points as well as their potential life-times. READ MORE
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2. Different Aspects of Inference for Spatio-Temporal Point Processes
Abstract : This thesis deals with inference problems related to the Renshaw-Särkkä growth interaction model (RS-model). It is a continuous time spatio-temporal point process with time dependent interacting marks, in which the immigrationdeath process (a continuous time Markov chain) controls the arrivals of new marked points as well as their potential life-times. READ MORE