12.13 - Summary

In this lesson we learned about:

  • The interpretation of factor loadings;
  • The principal component and maximum likelihood methods for estimating factor loadings and specific variances
  • How communalities can be used to assess the adequacy of a factor model
  • A likelihood ratio test for the goodness-of-fit of a factor model
  • Factor rotation
  • Methods for estimating common factors