A Statistical Approach for Modeling Irregular Multivariate Time Series with Missing Observations

Dingyi Nie, Yixing Wu, C. -C. Jay Kuo

Irregular multivariate time series with missing values present significant challenges for predictive modeling in domains such as healthcare. While deep learning approaches often fo…