Earth and space observations meet complex algebras: from complex to octonions for multivariate autoregressive time series analysis

Many datasets arise as multivariate time series observed at irregular time intervals, particularly in Earth observation and astronomical measurements. Classical time-series models assume that time is discrete and observations occur at equally spaced intervals, limiting their ability to capture dynam