System identification: approach to a coherent picture through template functions

A wide variety of parameter estimation techniques can be discussed from the point of view of functional operators working on system input/output signals. The classes of operators can be characterised by time functions, called `template functions¿. These notions contribute to a coherent picture of a wide class of estimation techniques, as well as to a discussion of the statistical properties and, in appropriate cases, the information efficiency.