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Large sample sieve estimation of semi-nonparametric models
X Chen - Handbook of econometrics, 2007 - Elsevier
Often researchers find parametric models restrictive and sensitive to deviations from the
parametric specifications; semi-nonparametric models are more flexible and robust, but lead …
parametric specifications; semi-nonparametric models are more flexible and robust, but lead …
The emergence of economic rationality of GPT
As large language models (LLMs) like GPT become increasingly prevalent, it is essential
that we assess their capabilities beyond language processing. This paper examines the …
that we assess their capabilities beyond language processing. This paper examines the …
Implementing nonparametric and semiparametric estimators
This chapter reviews recent advances in nonparametric and semiparametric estimation, with
an emphasis on applicability to empirical research and on resolving issues that arise in …
an emphasis on applicability to empirical research and on resolving issues that arise in …
Content contribution for revenue sharing and reputation in social media: A dynamic structural model
This study examines the incentives for content contribution in social media. We propose that
exposure and reputation are the major incentives for contributors. Besides, as more and …
exposure and reputation are the major incentives for contributors. Besides, as more and …
Market structure and multiple equilibria in airline markets
F Ciliberto, E Tamer - Econometrica, 2009 - Wiley Online Library
We provide a practical method to estimate the payoff functions of players in complete
information, static, discrete games. With respect to the empirical literature on entry games …
information, static, discrete games. With respect to the empirical literature on entry games …
Endogeneity in nonparametric and semiparametric regression models
The analysis of data with endogenous regressors-that is, observable explana-tory variables
that are correlated with unobservable error terms–is arguably the main contribution of …
that are correlated with unobservable error terms–is arguably the main contribution of …
Estimation of semiparametric models when the criterion function is not smooth
We provide easy to verify sufficient conditions for the consistency and asymptotic normality
of a class of semiparametric optimization estimators where the criterion function does not …
of a class of semiparametric optimization estimators where the criterion function does not …
Individual preferences for giving
We utilize graphical representations of Dictator Games which generate rich individual-level
data. Our baseline experiment employs budget sets over feasible payoff-pairs. We test these …
data. Our baseline experiment employs budget sets over feasible payoff-pairs. We test these …
Who is (more) rational?
Revealed preference theory offers a criterion for decision-making quality: if decisions are
high quality then there exists a utility function the choices maximize. We conduct a large …
high quality then there exists a utility function the choices maximize. We conduct a large …
Semi‐nonparametric IV estimation of shape‐invariant Engel curves
This paper studies a shape‐invariant Engel curve system with endogenous total
expenditure, in which the shape‐invariant specification involves a common shift parameter …
expenditure, in which the shape‐invariant specification involves a common shift parameter …