USING CORRESPONDENCE ANALYSIS WHEN THE SYSTEM DESCRIPTION YIELDS SEVERAL TRANSITION MATRICES. EXAMPLES WITH SIMULATED DATA AND REAL DRIVER-CAR-ENVIRONMENT SYSTEM DATA

  • Authors:

  • Pierre Loslever;Jean Christoffe Popieul;P. Simon

  • Affiliations:

  • L.A.M.I.H. University of Valenciennes, Le Mont Houy, Valenciennes Cedex;L.A.M.I.H. University of Valenciennes, Le Mont Houy, Valenciennes Cedex;L.A.M.I.H. University of Valenciennes, Le Mont Houy, Valenciennes Cedex

  • Venue:
  • Cybernetics and Systems
  • Year:
  • 2007

Quantified Score

Hi-index 0.00

Visualization

Abstract

This article considers systems described in terms of a qualitative variable with S states, investigated in numerous empirical situations. Thus, the experimental design or observational design yields N time data sets, one for each empirical situation. Each data set is characterized by an S*S transition matrix and all the transition values are placed on a data table with N rows and S*S columns. The table is subjected to correspondence analysis, which highlights the inter-and intra-individual differences. To illustrate the approach, a didactic example using simulated data is presented, followed by an actual example using eye movement in car driving.