The Annals of Statistics, Vol. 46, No. 5 (October 2018), pp. 2479-2510 (32 pages) This paper investigates a class of goodness-of-fit tests for fitting an error ...
A general nonlinear regression problem is considered with measurement error in the predictors. We assume that the response is related to an unknown linear combination ...