Efficient estimation of limited dependent variable models with endogenous explanatory variables
From MaRDI portal
Publication:1097623
DOI10.1016/0304-4076(87)90001-7zbMath0635.62113OpenAlexW2006425849MaRDI QIDQ1097623
Publication date: 1987
Published in: Journal of Econometrics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/0304-4076(87)90001-7
asymptotic efficiencyprobittobittwo-stage estimatorsasymptotically efficient estimationlimited dependent variable modelsendogenous explanatory variablesAmemiya GLS estimatorsmodified minimum chi-square methodnormally distributed disturbancesreduced form coefficientsreduced form residuals
Applications of statistics to economics (62P20) Estimation in multivariate analysis (62H12) Linear regression; mixed models (62J05)
Related Items
Semiparametric instrumental variable estimation of simultaneous equation sample selection models, Semiparametric estimation of binary response models with endogenous regressors, Efficient estimation of panel data models with sequential moment restrictions, Semiparametric Estimators for Limited Dependent Variable (LDV) Models with Endogenous Regressors, Limited information estimators and exogeneity tests for simultaneous probit models, Lending cycles, A simple test for exogeneity in probit, logit, and Poisson regression models, Amemiya‘s generalized least squares and tests of overidentification in simultaneous equation models with qualitative or limited dependent variables, IV methods for Tobit models, Editorial: Whitney Newey's contributions to econometrics, Maximum weighted likelihood for discrete choice models with a dependently censored covariate, The potential for efficiency gains in estimation from the use of additional moment restrictions, EM algorithms for ordered probit models with endogenous regressors, Some aspects of measurement error in a censored regression model, Identification and estimation of dynamic models with a time series of repeated cross-sections, Identification and estimation of Gaussian affine term structure models, Political instability and economic growth, Calculating the (local) semiparametric efficiency bounds for the generated regressors problem, Endogenous regressor binary choice models without instruments, with an application to migration, Testing parameter significance in instrumental variables probit estimators: some simulation, Confidence in knowledge or confidence in the ability to learn: an experiment on the causal effects of beliefs on motivation, Adaptive estimation of regression models via moment restrictions, An alternative two-step generalized method of moments estimator based on a reduced form model, Civic capital and support for the welfare state, Two-step estimation of panel data models with censored endogenous variables and selection bias, Endogeneity in Semiparametric Panel Binary Choice Model, Quantile regression with censoring and endogeneity
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Maximum Likelihood Specification Testing and Conditional Moment Tests
- A method of moments interpretation of sequential estimators
- Limited information estimators and exogeneity tests for simultaneous probit models
- A Method of Generating Best Asymptotically Normal Estimates with Application to the Estimation of Bacterial Densities
- An Exogeneity Test for a Simultaneous Equation Tobit Model with an Application to Labor Supply
- Sufficient Linear Structures: Econometric Applications
- Dummy Endogenous Variables in a Simultaneous Equation System
- The Estimation of a Simultaneous Equation Generalized Probit Model
- Specification and Estimation of a Simultaneous-Equation Model with Limited Dependent Variables
- The Estimation of a Simultaneous-Equation Tobit Model