On a simultaneous parameter inference and missing data imputation for nonstationary autoregressive models

Dimitri Igdalov, Olga Kaiser, Ilia Horenko

This work addresses the problem of missing data in time-series analysis focusing on (a) estimation of model parameters in the presence of missing data and (b) reconstruction of mis…