Construction of a Reactive Computing Environment for Density Estimation in Three to Five Dimensions

Abstract

The focus of this research has been the development of new algorithms and theory for nonparametric estimation of multivariate statistical functions, and the implementation of these algorithms in interesting computing environments. The fundamental algorithm developed for multivariate density estimation has been the so-called averaged shifted histogram. This algorithm has been extended to other statistical functionals, for example, regression and average derivative estimates. Work on visualizing multivariate statistical functions has been presented to a wide audience at scientific meetings and at colloquiums around the country.

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Document Details

Document Type
Technical Report
Publication Date
Apr 18, 1990
Accession Number
ADA220991

Entities

People

  • David W Scott

Organizations

  • Rice University

Tags

Communities of Interest

  • Biomedical

DTIC Thesaurus Topics

  • Algorithms
  • Computer Graphics
  • Computer Science
  • Computers
  • Data Analysis
  • Experimental Design
  • Frequency Domain
  • Graphics
  • Mathematics
  • Probability
  • Public Health
  • Statistical Data
  • Statistical Functions
  • Statistics
  • Students
  • United States
  • Visualizations

Fields of Study

  • Mathematics

Readers

  • Academic Conference Management
  • Database Systems and Applications
  • Statistical inference.