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Lévy processes are the left-invariant cadlag Markov processes on a Lie group or homogeneous space. This thesis deals with compound processes, the Lévy processes obtained as random walks whose walking frequency is driven by a homogeneous Poisson process. Methods of decompounding, i.e. the problem of inferring the step distribution of a compound process, will be established and analyzed. It will be
