Lieberman, Offer; Phillips, Peter C. B. - In: Journal of Time Series Analysis 35 (2014) 6, pp. 592-623
type="main" xml:id="jtsa12083-abs-0001"A time-varying autoregression is considered with a similarity-based coefficient and possible drift. It is shown that the random-walk model has a natural interpretation as the leading term in a small-sigma expansion of a similarity model with an exponential...