Introduces Net-LSW framework for multiscale time-varying dependence modeling on networks, with local partial correlation graphs and consistent estimation for nonstationary processes.
and Sapatinas, Theofanis , title =
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Multiscale Dynamic Dependence Estimation over Networks
Introduces Net-LSW framework for multiscale time-varying dependence modeling on networks, with local partial correlation graphs and consistent estimation for nonstationary processes.