Projection Pursuit Methods for Data Analysis.

Abstract

The report describes new procedures for multivariate regression and density estimation. The procedures construct models for regression surfaces and densities based on the information contained in suitably closer lower-dimensional projections of the data. Examples illustrating the methods are presented.

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Document Details

Document Type
Technical Report
Publication Date
Jun 01, 1981
Accession Number
ADA119824

Entities

People

  • Jerome H. Friedman
  • Werner Stuetzle

Organizations

  • Stanford University

Tags

Communities of Interest

  • Air Platforms
  • C4I
  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Algorithms
  • Computer Graphics
  • Computer Science
  • Computers
  • Covariance
  • Data Analysis
  • Data Science
  • Experimental Data
  • Figure Of Merit
  • Gaussian Distributions
  • Graphics
  • Information Science
  • Linear Accelerators
  • Military Research
  • Multivariate Analysis
  • Point Clouds
  • Statistics

Fields of Study

  • Mathematics

Readers

  • Distributed Systems and Data Platform Development
  • Regression Analysis.