A note on testing for a unit root in an ARIMA(p,1,0) signal observed with MA(q) noise
Dongwan Shin and
Sahadeb Sarkar
Statistics & Probability Letters, 1993, vol. 18, issue 3, 195-203
Abstract:
An ARIMA(p,1,0) signal contaminated by MA(q) noise is a restricted ARIMA(p,1,p + q + 1) process. For this model restricted by nonlinear constraints, it is shown that the maximum likelihood estimator of the unit root is strongly consistent and its limiting distribution is the same as that of the least squares estimator of the unit root in an AR(1) process tabulated by Dickey and Fuller.
Keywords: Measurement; error; maximum; likelihood; estimation; large; sample; properties; unit; root; nonstationarity (search for similar items in EconPapers)
Date: 1993
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