Signed Matrix Thinning and Projection Estimation for Integer-Valued Autoregressive Models

Kaiyan Cui, Yikai Hu

Integer-valued time series are ubiquitous in fields such as finance, economics, and epidemiology. As spatiotemporal data structures in these domains grow increasingly complex and h…