Meyer, Mary C. - In: Biometrika 90 (2003) 1, pp. 223-232
An unbiased test for the appropriateness of the simple linear regression model is presented. The null hypothesis is that the underlying regression function is indeed a line, and the alternative is that it is convex. The exact distribution for a likelihood ratio test statistic is that of a...