COMPUTING SCHEMES FOR FACTORIAL AND REGRESSION ANALYSIS AND DEVELOPMENT OF THE UNDERLYING THEORY USING LINEAR METHODS

Abstract

The basic concepts of regression and factorial analysis are reviewed and the theory developed, using the notation of linear algebra. The development includes the Gram-Schmidt construction, the linear method of least squares, and the use of orthogonal polynomials. Computing schemes applicable to digital computers are developed, and the basic coding is presented in the FORTRAN language. Fractional replication and the missing value problem are discussed.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Nov 01, 1966
Accession Number
AD0644190

Entities

People

  • D. R. Cruise
  • Scott R. Miller

Organizations

  • Naval Air Weapons Station China Lake

Tags

Communities of Interest

  • C4I

DTIC Thesaurus Topics

  • Air Force
  • Algebra
  • Combinatorial Analysis
  • Computer Programming
  • Computers
  • Data Science
  • Digital Computers
  • Experimental Design
  • Factorial Design
  • Identities
  • Information Science
  • Language
  • Linear Algebra
  • Munitions
  • Regression Analysis
  • Two Dimensional
  • Weapons

Readers

  • Approximation Theory.
  • Computer Science.
  • Linear Algebra