The Box-Jenkins methodology for modeling and forecasting from univariate time series models has long been considered a standard to which other forecasting techniques have been compared. To a Bayesian ...

This paper considers the use of various Lagrange multiplier tests in testing linearity of univariate time series models against non-linear alternatives. It is assumed that there is not enough theory ...