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A Test of Equality of Regression Curves Using Gâteaux Scores

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This paper considers a test of equality of regression curves using a Gâteaux score statistic constructed through the derivative of the likelihood function. Judicious choices of the scores allow the proposed procedure to be generalized so that it can be used even with some long-tailed error distributions. The paper examines asymptotic properties and presents some numerical results.
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Keywords: design variables; kernel estimator; non-parametric test

Document Type: Research Article

Affiliations: Dept of Mathematical Sciences, Clemson University, USA

Publication date: March 1, 2001

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