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Robust Line Estimation with Errors in Both Variables

Robust Line Estimation with Errors in Both Variables

Abstract The estimator holding the central place in the theory of the multivariate “errors-in-the-variables” (EV) model results from performing orthogonal regression on variables rescaled according to the covariance matrix of the errors. Our simulations on the univariate model essentially relegate this estimator to use only in large samples on data …