Wide consensus aggregation in the Wasserstein space. Application to location-scatter families

Autor: Pedro C. Alvarez-Esteban, Eustasio del Barrio, Juan A. Cuesta-Albertos, Carlos Matrán

Publikováno v: Bernoulli 24, no. 4A (2018), 3147-3179
Bernoulli 24(4A), 2018, 3147-3179
UCrea Repositorio Abierto de la Universidad de Cantabria
Universidad de Cantabria (UC)

We introduce a general theory for a consensus-based combination of estimations of probability measures. Potential applications include parallelized or distributed sampling schemes as well as variations on aggregation from resampling techniques like b

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https://projecteuclid.org/euclid.bj/1522051236

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