Multivariate Density Estimation: Theory, Practice, and Visualization

Written to convey an intuitive feeling for both theory and practice, Multivariate Density Estimation illustrates what a powerful tool density estimation can be when used not only with univariate and bivariate data but also in the higher dimensions of trivariate and quadrivariate information. Major concepts are presented in the context of a histogram in order to simplify the treatment of advanced estimators. The text features numerous graphics, a multitude of problems and solutions, and references to available four–color illustrations that can be found online.