Causality analysis and multivariate Autoregressive modelling with an application to supermarket sales analysis

Abstract

This paper describes a modelling methodology for multivariate stochastic processes. The concept of multiple causality is discussed and a procedure to detect multiple causality is suggested. The data of a major Canadian supermarket is analyzed and a multivariate autoregressive model for this supermarket is constructed and estimated. Several empirical findings are reported.