On relative universality, regression operator, and conditional independence

Bing Li, Ben Jones, Andreas Artemiou

The notion of relative universality with respect to a σ-field was introduced to establish the unbiasedness and Fisher consistency of an estimator in nonlinear sufficient dimension…