  We discuss the main stages of development of the error calculation since the
beginning of XIX-th century by insisting on what prefigures the use of
Dirichlet forms and emphasizing the mathematical properties that make the use
of Dirichlet forms more relevant and efficient. The purpose of the paper is
mainly to clarify the concepts. We also indicate some possible future research.
