Preliminary test estimation for the second order autoregression

Abstract

Consequences of preliminary test model identification procedures in time series analysis are examined in the context of a squared error risk function. Asymptotic risk comparisons and Monte Carlo studies are used in comparing these procedures.

Keywords:

• preliminary test
• autoregressive model
• asymptotic squared error risk
• Monte Carlo