We propose consistent functional methods for logistic regression in which some covariates are not accurately ascertainable. Among existing methods for generalized linear models, the conditional-score ...
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 ...