Estimation and Inference of Time-Varying Auto-Covariance under Complex Trend: A Difference-based Approach

Yan Cui, Michael Levine, Zhou Zhou

We propose a difference-based nonparametric methodology for the estimation and inference of the time-varying auto-covariance functions of a locally stationary time series when it i…