Double Local-to-Unity: Inference under Nearly Nonstationary Volatility

Abir Sarkar, Martin T. Wells

This article develops a moderate-deviation limit theory for autoregressive models with jointly persistent mean and volatility dynamics. The autoregressive coefficient is allowed to…