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Vector Copula-Based Markov Models
We propose the Vector Copula-based Markov Model (VCBMM) for describing multivariate time series with nonlinear dependence. To extend univariate copula-based Markov models to multivariate time series, we develop a hierarchical construction based on scalar aggregates and consider the Vector Sklar Theo
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