Project on Techniques of Objective Factor Analysis.

Abstract

Research has centered on the parallel analysis procedure as a method for determining the number of statistically significant common factors. This procedure has been described by Humphreys and Ilgen (1969B). The procedure involves construction of a matrix of intercorrelations of random normal deviates, based upon the same N and n of the matrix of 'real' variables, and factoring each matrix with squared multiples of the diagonal. The curves of the latent roots in the two matrices are compared. The crossing of the curves in the hypothesis tested indicates the number of factors to retain and rotate. (Author)

Document Details

Document Type
Technical Report
Publication Date
Jun 07, 1972
Accession Number
AD0743203

Entities

People

  • Lloyd G. Humphreys

Organizations

  • University of Illinois Urbana–Champaign

Tags

DTIC Thesaurus Topics

  • Computing-Related Activities
  • Construction
  • Crossings
  • Data Science
  • Factor Analysis
  • Information Science
  • Interdisciplinary Science
  • Mathematical Analysis

Readers

  • Atmospheric Science / Meteorology, specifically Wind Wave Turbulence.
  • Linear Algebra
  • Regression Analysis.