We consider dependent nonparametric models for related random probability distributions. For example, the random distributions might be indexed by a categorical covariate indicating the treatment ...

This is a preview. Log in through your library . Abstract The log-density functional ANOVA model provides a powerful framework for the estimation and interpretation of high-dimensional densities.

Abstract: Assumptions play a pivotal role in the selection and efficacy of statistical models, as unmet assumptions can lead to flawed conclusions and impact decision-making. In both traditional ...