MANOVA, Discriminant Analysis and Qualitative Response Models

  • J. D. Jobson
Part of the Springer Texts in Statistics book series (STS)


The first part of this chapter extends Chapter 7 by specializing the multivariate linear regression model to the case where the explanatory variables represent design variables. In the same manner that ANOVA is a special case of multiple regression, we see here that multivariate analysis of variance (MANOVA) can be viewed as a special case of multivariate linear regression.


Discriminant Analysis Discriminant Function Mahalanobis Distance Linear Probability Model Qualitative Response 
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Cited Literature and References

  1. 1.
    Amemiya, Takeshi (1985).Advanced Econometrics.Cambridge, MA: Harvard University Press.Google Scholar
  2. 2.
    Andersen, Erling B. (1990).The Statistical Analysis of Categorical Data.Berlin: Springer-Verlag.zbMATHCrossRefGoogle Scholar
  3. 3.
    Anderson, T.W. (1984).An Introduction to Multivariate Statistical AnalysisSecond Edition. New York: John Wiley and Sons.zbMATHGoogle Scholar
  4. 4.
    Ben-Akiva, Moshe and Lerman, Steven R. (1985).Discrete Choice Analysis: Theory and Applications to Travel Demand.Cambridge, MA: MIT Press.Google Scholar
  5. 5.
    Fienberg, Stephen E. (1980).The Analysis of Cross Classified Categorical DataSecond Edition. Cambridge, MA: MIT Press.zbMATHGoogle Scholar
  6. 6.
    Fomby, Thomas B., Hill, R. Carter and Johnson, Stanley R. (1984).Advanced Econometric Methods.New York: Springer—Verlag.zbMATHCrossRefGoogle Scholar
  7. 7.
    Fox, John (1984).Linear Statistical Models and Related Methods: With Applications to Social Research.New York: John Wiley and Sons.zbMATHGoogle Scholar
  8. 8.
    Hosmer, David W. and Lemeshow, Stanley (1989).Applied Logistic Regression.New York: John Wiley and Sons.Google Scholar
  9. 9.
    Johnson, Richard A. and Wichern, Dean W. (1988).Applied Multivariate Statistical AnalysisSecond Edition. Englewood Cliffs, NJ: Prentice—Hall.zbMATHGoogle Scholar
  10. 10.
    Judge, George G., Griffiths, W.E., Hill, R. Carter, Lütkepohl, Helmut and Lee, Tsoung-Chao (1985).The Theory and Practice of EconometricsSecond Edition. New York: John Wiley and Sons.Google Scholar
  11. 11.
    Kryzanowski, W.J. (1988).Principles of Multivariate Analysis: A User’s Perspective.Oxford: Oxford University Press.Google Scholar
  12. 12.
    Lachenbruch, Peter A. (1975).Discriminant Analysis.New York: Hafner Press.zbMATHGoogle Scholar
  13. 13.
    Maddala, G.S. (1983).Limited Dependent and Qualitative Variables in Econometrics. Cambridge, MA: Cambridge University Press.zbMATHGoogle Scholar
  14. 14.
    Mardia, K.V., Kent, J.T. and Bibby, J.M. (1979).Multivariate Analysis.London: Academic Press.zbMATHGoogle Scholar
  15. 15.
    McCullagh, P. and Neider, J.A. (1989).Generalized Linear ModelsSecond Edition. London: Chapman and Hall.zbMATHGoogle Scholar
  16. 16.
    Morrison, Donald F. (1976).Multivariate Statistical MethodsSecond Edition. New York: McGraw—Hill.zbMATHGoogle Scholar
  17. 17.
    Press, S. James (1972).Applied Multivariate Analysis. New York: Holt, Rinehart and Winston.zbMATHGoogle Scholar
  18. 18.
    Santner, Thomas J. and Duffy, Dianne E. (1989).The Statistical Analysis of Discrete Data.New York: Springer—Verlag.zbMATHCrossRefGoogle Scholar
  19. 19.
    Seber, G.A.F. (1984).Multivariate Observations.New York: John Wiley and Sons.zbMATHCrossRefGoogle Scholar
  20. 20.
    Stevens, James (1986).Applied Multivariate Statistics for the Social Sciences. Hillsdale, NJ: Lawrence Erlbaum Associates.zbMATHGoogle Scholar
  21. 21.
    Tatsuoka, Maurice (1988).Multivariate Analysis: Techniques for Educational and Psychological ResearchSecond Edition. New York: Macmillan Publishing Co.Google Scholar

Copyright information

© Springer Science+Business Media New York 1992

Authors and Affiliations

  • J. D. Jobson
    • 1
  1. 1.Faculty of BusinessUniversity of AlbertaEdmontonCanada

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