2009/12/21 by David W. Scott · 1 citation
Mathematics · Chemistry · #Advanced Statistical Methods and Models #Statistical Methods and Inference #Spectroscopy and Chemometric Analyses
paper · doi:10.1002/wics.54
openalex publication_date 2009/12/21 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/15
Abstract The averaged shifted histogram or ASH is a nonparametric probability density estimator derived from a collection of histograms. The ASH enjoys several advantages compared with a single histogram: better visual interpretation, better approximation, and nearly the same computational efficiency. The ASH provides a bridge between the histogram and advanced kernel methods; moreover, the ASH provides a method of choice for kernel implementation. Copyright © 2009 John Wiley & Sons, Inc. This article is categorized under: Statistical and Graphical Methods of Data Analysis > Density Estimation