Powell's (1984, Journal of Econometrics 25, 303}325) censored least absolute deviations(CLAD) estimator for the censored linear regression model has been regarded asa desirable alternative to maximum likelihood estimation methods due to its robustnessto conditional heteroskedasticity and...

The Box–Cox regression model has been widely used in applied economics. However, there has been very limited discussion when data are censored. The focus has been on parametric estimation in the cross-sectional case, and there has been no discussion at all for the panel data model with fixed...

We consider censored structural latent variables models where some exogenous variables are subject to additive measurement errors. We demonstrate that overidentification conditions can be exploited to provide natural instruments for the variables measured with errors, and we propose a two-stage...