Estimating variances in time series linear regression models using empirical BLUPs and convex optimization

Martina Hančová, Gabriela Vozáriková, Andrej Gajdoš +1

We propose a two-stage estimation method of variance components in time series models known as FDSLRMs, whose observations can be described by a linear mixed model (LMM). We based…