A method and diagnostic device are disclosed which can receive process
variable values (x(t)) of a process variable of a process medium of a
process, and extract and record measurement statistics data from such
process variable values, which are measured during a measuring phase.
Training statistics data can be extracted and recorded from such process
variable values, which are measured during a training phase. The
measurement statistics data can be compared with training statistics data
recorded before the measurement statistics data. The training statistics
data can include a training empirical statistical distribution, which can
be a distribution of a function of process variable values, which are
measured during a training phase, or a distribution of a function of
coefficients X.sub.t(k), which are coefficients of a function of a
transform of process variable values (x(t)), which are measured during a
training phase.