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Estimation by analogy (EbA) is a well-known technique for software cost estimation. The popularity of the method is due to its straightforwardness and its intuitively appealing interpretation. However, in spite of the simplicity in application, the theoretical study of EbA is quite complicated. In this paper, we exploit the relation of EbA method to the nearest neighbor non-parametric regression in...