Publication
Discrete choice non-response
| dc.contributor.author | Ramalho, Esmeralda A. | |
| dc.contributor.author | Smith, Richard J. | |
| dc.date.accessioned | 2023-11-08T11:14:33Z | |
| dc.date.available | 2023-11-08T11:14:33Z | |
| dc.date.issued | 2013 | |
| dc.description.abstract | Missing values are endemic in the data sets available to econometricians. This paper suggests a semiparametrically efficient likelihood-based approach to deal with general non-ignorable missing data problems for discrete choice models. Our concern is when the dependent variable and/or covariates are unobserved for some sampling units. A supplementary random sample of observations on all covariates may be available. The key insight of this paper is the recognition of non-response as a modification of choice-based (CB) samples. Semiparametrically efficient generalized method of moments (GMM) estimation appropriate for CB samples is then adapted for the non-response framework considered in this paper. Simulation results for various GMM estimators proposed here are very encouraging. | pt_PT |
| dc.description.version | info:eu-repo/semantics/publishedVersion | pt_PT |
| dc.identifier.citation | Ramalho, Esmeralda A. and Richard J. Smith. “Discrete choice non-response”. The Review of Economic Studies, Volume 80, Issue 1: pp. 343–364. | pt_PT |
| dc.identifier.doi | doi.org/10.1093/restud/rds018 | pt_PT |
| dc.identifier.uri | http://hdl.handle.net/10400.5/29327 | |
| dc.language.iso | eng | pt_PT |
| dc.publisher | Oxford Academic | pt_PT |
| dc.subject | Generalized Method of Moments Estimation | pt_PT |
| dc.subject | Empirical Likelihood | pt_PT |
| dc.subject | Missing Completely at Random | pt_PT |
| dc.subject | Nonignorable Nonresponse | pt_PT |
| dc.subject | Semiparametric Efficiency | pt_PT |
| dc.title | Discrete choice non-response | pt_PT |
| dc.type | journal article | |
| dspace.entity.type | Publication | |
| rcaap.rights | closedAccess | pt_PT |
| rcaap.type | article | pt_PT |