Structural change and estimated persistence in the GARCH(1,1)-model

The estimated persistence parameter in the GARCH(1,1)-model is biased upwards when the parameters of the model are not constant throughout the sample. The present paper explains the mechanics of this behavior for a particular class of estimates.