Time series interpolation via global optimization of moments fitting ?
A new method for inputting values in time series is proposed. Variable Neighborhood Search successfully imputes missing values in time series. Contrary to standard procedures, our method matches targets for moments and autocorrelations.
global optimization variable neighborhood search missing values moments matching