Error analysis and choice of model parameters in statistical modeling of random fields and processes

The paper is concerned with a generalized model of a random field with the first two moments specified. The choice procedure is specified and optimal model parameters determined. The error in modeling finite-dimensional distributions of random processes and fields is studied. Examples are provided.