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This book is devoted to identification of Continuous -Time (CT) models which are linear in parameters starting with Markov Parameter and Time Moment models. It explains other linear-in parameters models - transfer functions represented as Poisson, Lauerre, and Kautz series along with detailed linear and robust estimation aspects.