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math.ST2022★ 3 cited
Yurinskii's Coupling for Martingales
Matias D. Cattaneo, Ricardo P. Masini, William G. Underwood
Yurinskii's coupling is a popular theoretical tool for non-asymptotic distributional analysis in mathematical statistics and applied probability, offering a Gaussian strong approxi…
math.ST2019★ 2 cited
Regularized Estimation of High-Dimensional Vector AutoRegressions with Weakly Dependent Innovations
Ricardo P. Masini, Marcelo C. Medeiros, Eduardo F. Mendes
There has been considerable advance in understanding the properties of sparse regularization procedures in high-dimensional models. In time series context, it is mostly restricted…