Nonparametric Model

BayesianMachineLearningMachineLearningStatistics A non-parametric statistical model is a a triple where is not finite-dimensional. In other words, is an infinite dimensional subset of the space of all probability measures .

Unbiased estimation is typically impossible in non-parametric estimation.

Examples:

• Continuous probability densities on