A new Bayesian nonparametric model (NLMFM-C) is proposed to express collections of income densities as mixtures of latent factors with spatial and covariate effects, demonstrated on US PUMS income data from 2016 and 2020.
New York Bankers Association
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Modelling spatial heterogeneity in the effects of area-level covariates on income distributions using Bayesian nonparametric methods
A new Bayesian nonparametric model (NLMFM-C) is proposed to express collections of income densities as mixtures of latent factors with spatial and covariate effects, demonstrated on US PUMS income data from 2016 and 2020.