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The simple analysis of covariance situation with two groups and one concomitant variable is considered. The parameters of this model with outliers present are estimated by the methods of at least squares and M-estimation. By use of simulation, several forms of M-estimators are compared with the least squares method.
Birch, Jeffrey B., Myers, Raymond H.
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Adjusting for demographic covariates by the analysis of covariance
Journal of Clinical and Experimental Neuropsychology, 1992(1992). Adjusting for demographic covariates by the analysis of covariance. Journal of Clinical and Experimental Neuropsychology: Vol. 14, No. 6, pp. 981-982.
N C, Berman, S W, Greenhouse
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