Nonparametric estimation of a surrogate density function in infinite-dimensional spaces
Nonparametric estimation of a surrogate density function in infinite-dimensional spaces
A density function is generally not well defined in functional data context, but we can define a surrogate of a probability density, also called pseudo-density, when the small ball probability can be approximated by the product of two independent functions, one depending only on the centre of the ball. The …