The matrix exponential spatial specification (MESS) is an alternative to the autoregressive-type (SAR-type) specifications with several attractive properties. dependence in MESS-type models formulated through a term, and estimation of these may require computation terms many times procedure. In literature, it well documented that can pose challenges reliability, stability, accuracy, efficiency....