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Intercept estimation in nonlinear selection models
Arulampalam, Wiji; Corradi, Valentina; Gutknecht, Daniel - 2021
We propose various semiparametric estimators for nonlinear selection models, where slope and intercept can be separately identifed. When the selection equation satisfies a monotonic index restriction, we suggest a local polynomial estimator, using only observations for which the marginal...
Persistent link: https://www.econbiz.de/10012518068
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Diagnostic tests of cross section independence for nonlinear panel data models
Hsiao, Cheng (contributor); Pesaran, M. Hashem (contributor) - 2007
In this paper we discuss tests for residual cross section dependence in nonlinear panel data models. The tests are based on average pair-wise residual correlation coefficients. In nonlinear models, the definition of the residual is ambiguous and we consider two approaches: deviations of the...
Persistent link: https://www.econbiz.de/10003590525
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An Oaxaca decomposition for nonlinear models
Bazen, Stephen; Joutard, Xavier; Magdalou, Brice - 2016
The widely used Oaxaca decomposition applies to linear models. Extending it to commonly used nonlinear models such as duration models is not straightforward. This paper shows that the original decomposition that uses a linear model can also be obtained by an application of the mean value...
Persistent link: https://www.econbiz.de/10011458881
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The treatment effect, the cross difference, and the interaction term in nonlinear "difference-in-differences" models
Puhani, Patrick A. (contributor) - 2008
I demonstrate that Ai and Norton's (2003) point about cross differences is not relevant for the estimation of the treatment effect in nonlinear "difference-in-differences" models such as probit, logit or tobit, because the cross difference is not equal to the treatment effect, which is the...
Persistent link: https://www.econbiz.de/10003697370
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Testing for the option value of migration
Locher, Lilo - 2001
Using uncertainty about the future returns to migration, the option value theory of migration can explain low migration … rates in spite of huge wage differences. This paper presents the theory in a simple two-period framework and uses ethnic … as theory predicts. …
Persistent link: https://www.econbiz.de/10011405562
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Supply theory sans profit-maximization
Dasgupta, Indraneel - 2009
predictive content of the traditional theory of competitive supply. A number of key results in the deterministic theory follow as … predictive content of the classical theory of competitive firm behavior from its a priori roots in profit maximization, while … subsuming the traditional theory as a special case. -- Supply aggregation ; stochastic supply function ; stochastic consistency …
Persistent link: https://www.econbiz.de/10003810898
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The identification and economic content of ordered choice models with stochastic thresholds
Cunha, Flávio (contributor); Heckman, James J. (contributor) - 2007
This paper extends the widely used ordered choice model by introducing stochastic thresholds and interval-specific outcomes. The model can be interpreted as a generalization of the GAFT (MPH) framework for discrete duration data that jointly models durations and outcomes associated with...
Persistent link: https://www.econbiz.de/10003608454
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Testing for restricted stochastic dominance
Davidson, Russell (contributor);  … - 2006
Asymptotic and bootstrap tests are studied for testing whether there is a relation of stochastic dominance between two distributions. These tests have a null hypothesis of nondominance, with the advantage that, if this null is rejected, then all that is left is dominance. This also leads us to...
Persistent link: https://www.econbiz.de/10003301664
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Searching for rehabilitation in nonparametric regression models with exogenous treatment assignment
Henderson, Daniel J.; Maasoumi, Esfandiar - 2012
This paper offers some new directions in the analysis of nonparamertric models with exogenous treatment assignment. The nonparametric approach opens the door to the examination of potentially different distributed outcomes. When combined with cross-validation, it also identifies potentially...
Persistent link: https://www.econbiz.de/10009629111
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Stochastic choice and consideration sets
Manzini, Paola; Mariotti, Marco - 2012
We model a boundedly rational agent who suffers from limited attention. The agent considers each feasible alternative with a given (unobservable) probability, the attention parameter, and then chooses the alternative that maximises a preference relation within the set of considered alternatives....
Persistent link: https://www.econbiz.de/10009629645