Nonparametric Density Estimation from Markov Chains

Andrea De Simone, Alessandro Morandini

We introduce a new nonparametric density estimator inspired by Markov Chains, and generalizing the well-known Kernel Density Estimator (KDE). Our estimator presents several benefit…