SMART User's Guide

Abstract

This note describes software implementing the SMART(Smooth Multiple Additive Regression Technique) algorithm. SMART generalizes the projection pursuit method to classification and multiple response regression. SMART also provides a more efficient algorithm for single response projection pursuit regression. Originator-supplied keywords include: Multiple response regression, Non parametric regression, Classification, and Discriminant analysis.

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Document Details

Document Type
Technical Report
Publication Date
Oct 01, 1984
Accession Number
ADA148262

Entities

People

  • J. H. Friedman

Organizations

  • Stanford University

Tags

DTIC Thesaurus Topics

  • Additives (Chemicals)
  • Algorithms
  • Classification
  • Data Science
  • Discriminant Analysis
  • Information Science
  • Mathematics
  • Statistical Algorithms

Readers

  • Approximation Theory.
  • Linear Algebra
  • Psychometric Testing or Psychological Assessment.