Phase transitions and approximations of mean squared error for state-space models with fractional differencing

Prabir Burman, Xiucai Ding, Robert H. Shumway

We study trend estimation in state-space models in which the trend has a fractional stochastic difference of order $d>0$ and the observation errors form a short-range-dependent sta…