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math.ST2019
Autocovariance Varieties of Moving Average Random Fields
Carlos Améndola, Viet Son Pham
We study the autocovariance functions of moving average random fields over the integer lattice from an algebraic perspective. These autocovariances are parametrized…
math.ST2019★ 2 cited
Estimation of causal CARMA random fields
Claudia Klüppelberg, Viet Son Pham
We estimate model parameters of Lévy-driven causal CARMA random fields by fitting the empirical variogram to the theoretical counterpart using a weighted least squares (WLS) approa…