3 papers
econ.EM2026
Random Set Quantile Estimation of Partially Identified Discrete Response Models
Shakeeb Khan, Tatiana Komarova, Denis Nekipelov
Semiparametric discrete choice models are widely applied in economics, yet a fundamental tension arises when covariates are discrete as regression coefficients that are point ident…
econ.EM2025
The Anatomy of Dependence in Multivariate Ordered Choice
Tatiana Komarova, William Matcham
When individuals make simultaneous decisions across multiple ordered dimensions, standard multivariate ordered choice models impose narrow bracketing: each dimension is decided as…
econ.EM2025
Privacy-aware identification
Tatiana Komarova, Denis Nekipelov
The paper redefines econometric identification under formal privacy constraints, particularly differential privacy (DP). Traditionally, econometrics focuses on point or partial ide…