Antonio Fioravanti

Nonparametric covariance estimation with bias correction for spatial lattice processes

Accurate covariance estimation is crucial for spatial data analysis. While parametric methods can suffer from model misspecification leading to wrong conclusions, nonparametric approaches are often neglected in practice as they rely on the estimation of a large number of covariance parameters and often face finite-samp...