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math.ST2024
A multivariate spatial regression model using signatures
Camille Frévent, Issa-Mbenard Dabo
We propose a spatial autoregressive model for a multivariate response variable and functional covariates. The approach is based on the notion of signature, which represents a funct…
math.ST2024★ 1 cited
High-dimensional analysis of ridge regression for non-identically distributed data with a variance profile
Jérémie Bigot, Issa-Mbenard Dabo, Camille Male
High-dimensional linear regression has been thoroughly studied in the context of independent and identically distributed data. We propose to investigate high-dimensional regression…