Modeling Nonstationary Time Series using Locally Stationary Basis Processes

Shreyan Ganguly, Peter F. Craigmile

Methods of estimation and forecasting for stationary models are well known in classical time series analysis. However, stationarity is an idealization which, in practice, can at be…