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On Optimal Set Estimation for Partially Identified Binary Choice Models
We illustrate the general problem in the context of a semiparametric binary choice model with discrete covariates as an example of a model which is partially identified as shown in, e. g. Bierens and Hartog (1988).
Multivariate ordered discrete response models
We introduce multivariate ordered discrete response models with general rectangular structures.
Incorporating Social Welfare in Program-Evaluation and Treatment Choice
The econometric literature on treatment-effects typically takes functionals of outcome-distributions as `social welfare' and ignores program-impacts on unobserved utilities.
Identification and Formal Privacy Guarantees
We show that identification becomes possible if the target parameter can be deterministically located within the random set.
