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

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