Nonlinear statistical modeling: Semiparametric estimation of censored selection models

81 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

Is the Magic Still There? The Use of the Heckman Two-Step Correction for Selection Bias in Criminology (2007, background): “This problem can be solved in 9 There is also a large statistical literature that attempts to loosen the assumption of bivariate normality by estimating the frst stage semi-parametrically, see especially Ahn and Powell (1993) and Blundell and Powell (2001) as well as Vella (1999) and Newey (1999).”
Censored regression quantiles with endogenous regressors (2007, methodology): “…quantile for observable random variables, is identified; sufficient conditions for identification of b0 can then be derived from a similar ‘‘pairwise differencing’’ argument to that used by Powell (1987, 2001) for identification of the regression coefficients in a censored selection model.”