Strong uniform consistency of the Frequency Polygon density estimator for stable non-anticipative stochastic processes

Abstract

The author establishes a new mathematical expression for the Frequency Polygon. He uses it to prove the strong uniform consistency of the Frequency Polygon marginal density estimator for non-anticipative stationary stochastic processes which are stable in the sense of Wu (2005). He gives examples of several time series models for which this result is relevant.