Zhang, Xibin; King, Maxwell L.; Hyndman, Rob J. - Department of Econometrics and Business Statistics, … - 2004
We provide Markov chain Monte Carlo (MCMC) algorithms for computing the bandwidth matrix for multivariate kernel density estimation. Our approach is based on treating the elements of the bandwidth matrix as parameters to be estimated, which we do by optimizing the likelihood cross-validation...