Concept

ARMA

Publications associées (123)

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Distributional Regression and Autoregression via Optimal Transport

Laya Ghodrati

We present a framework for performing regression when both covariate and response are probability distributions on a compact and convex subset of

\R^d

. Our regression model is based on the theory of optimal transport and links the conditional Fr'echet m ...

EPFL2023

ARMA

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On distributional autoregression and iterated transportation

Comparison of Three Imputation Methods for Groundwater Level Timeseries

Distributional Regression and Autoregression via Optimal Transport

Comparing end-tidal CO2, respiration volume per time (RVT), and average gray matter signal for mapping cerebrovascular reactivity amplitude and delay with breath-hold task BOLD fMRI

Determinants of urban environmental quality in Morocco: The roles of energy consumption, urbanization, manufacturing, and financial development in SDG 13

The autoregressive neural network architecture of the Boltzmann distribution of pairwise interacting spins systems

Networks with correlated edge processes

Wastewater monitoring can anchor global disease surveillance systems

Distributional Regression and Autoregression via Optimal Transport

On distributional autoregression and iterated transportation

Determinants of urban environmental quality in Morocco: The roles of energy consumption, urbanization, manufacturing, and financial development in SDG 13

Comparison of Three Imputation Methods for Groundwater Level Timeseries

Networks with correlated edge processes

Comparing end-tidal CO2, respiration volume per time (RVT), and average gray matter signal for mapping cerebrovascular reactivity amplitude and delay with breath-hold task BOLD fMRI

The autoregressive neural network architecture of the Boltzmann distribution of pairwise interacting spins systems

Wastewater monitoring can anchor global disease surveillance systems