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stat.ME2022
Graph-constrained Analysis for Multivariate Functional Data
Debangan Dey, Sudipto Banerjee, Martin Lindquist +1
Functional Gaussian graphical models (GGM) used for analyzing multivariate functional data customarily estimate an unknown graphical model representing the conditional relationship…
stat.ME2022★ 1 cited
Regression and Dimension Reduction for Multivariate Mixed-Type Data via Semiparametric Gaussian Copula
Debangan Dey, Vadim Zipunnikov
Clinical and epidemiological studies encode participant information in multivariate vectors with mixed type variables on continuous, truncated, ordinal, and binary scales. Semipara…