ABSTRACT

All natural processes evolve over time. It follows that a mechanistic model of a natural process must do likewise. This immediately switches the focus of statistical modelling and analysis from a joint description of spatial and temporal properties to a conditional description, in which the current properties of a process are specified conditionally on its realisation up to the current time, i.e. by conditioning on the past as described in Section 10.5.