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Robust Regression Examples

References

Afifi, A.A. and Azen, S.P. (1979), Statistical Analysis, A Computer Oriented Approach, New York: Academic Press.

Barnett, V. and Lewis, T. (1978), Outlier in Statistical Data, New York: John Wiley & Sons, Inc.

Brownlee, K.A. (1965), Statistical Theory and Methodology in Science and Engineering, New York: John Wiley & Sons, Inc.

Ezekiel, M. and Fox, K.A. (1959), Methods of Correlation and Regression Analysis, New York: John Wiley & Sons, Inc.

Hawkins, D.M., Bradu, D., and Kass, G.V. (1984), "Location of Several Outliers in Multiple Regression Data Using Elemental Sets," Technometrics, 26, 197 -208.

Jerison, H. J. (1973), Evolution of the Brain and Intelligence, New York: Academic Press.

Osborne, M.R. (1985), Finite Algorithms in Optimization and Data Analysis, New York: John Wiley & Sons, Inc.

Prescott, P. (1975), "An Approximate Test for Outliers in Linear Models," Technometrics, 17, 129 -132.

Rousseeuw, P.J. (1984), "Least Median of Squares Regression," Journal of the American Statistical Association, 79, 871 -880.

Rousseeuw, P.J. (1985), "Multivariate Estimation with High Breakdown Point," in Mathematical Statistics and Applications, Dordrecht: Reidel Publishing Company, 283 -297.

Rousseeuw, P.J. and Hubert, M. (1996), "Recent Developments in PROGRESS," Technical Report, University of Antwerp.

Rousseeuw, P.J. and Leroy, A.M. (1987), Robust Regression and Outlier Detection, New York: John Wiley & Sons, Inc.

Rousseeuw, P.J. and Van Zomeren, B.C. (1990), "Unmasking Multivariate Outliers and Leverage Points," Journal of the American Statistical Association, 85, 633 -639.

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