Zhang, Jun; Zhu, Li-Xing; Liang, Hua - In: Journal of Multivariate Analysis 112 (2012) C, pp. 1-23
We study nonlinear regression models whose both response and predictors are measured with errors and distorted as single-index models of some observable confounding variables, and propose a multicovariate-adjusted procedure. We first examine the relationship between the observed primary...