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Inference for high-dimensional sparse econometric models
Belloni, Alexandre; Chernozhukov, Victor; Hansen, … - 2011
econometrics. High dimensional sparse models arise in situations where many regressors (or series terms) are available and the …-dimensional econometrics ; instrumental regression ; partially linear regression ; returns-to-schooling ; growth regression …
Persistent link: https://www.econbiz.de/10009419335
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Characterizations of identified sets delivered by structural econometric models
Chesher, Andrew; Rosen, Adam M. - 2015
This paper develops characterizations of identified sets of structures and structural features for complete and incomplete models involving continuous and/or discrete variables. Multiple values of unobserved variables can be associated with particular combinations of observed variables. This can...
Persistent link: https://www.econbiz.de/10011343000
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Econometric models of network formation
Paula, Áureo de - 2020 - This Version: January, 2020
the econometrics literature. The article also presents a discussion of non-dyadic models where link formation might be … the statistical literature on conditionally speci?ed models and the econometrics of game theoretical models. I close with …
Persistent link: https://www.econbiz.de/10012152502
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Simulation and estimation of hedonic models
Heckman, James J. (contributor);  … - 2003 - [Elektronische Ressource]
Persistent link: https://www.econbiz.de/10001835951
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Identification and estimation of hedonic models
Ekeland, Ivar (contributor); Heckman, James J. (contributor) - 2002 - [Elektronische Ressource]
Persistent link: https://www.econbiz.de/10001748158
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Characterizations of identified sets delivered by structural econometric models
Chesher, Andrew; Rosen, Adam M. - 2016
This paper develops characterizations of identified sets of structures and structural features for complete and incomplete models involving continuous or discrete variables. Multiple values of unobserved variables can be associated with particular combinations of observed variables. This can...
Persistent link: https://www.econbiz.de/10011525866
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Identification based on higher moments
Lewis, Daniel J. - 2024
Identification based on higher moments has drawn increasing theoretical attention and been widely adopted in empirical practice in macroeconometrics in the last two decades. This article reviews two parallel strands of the literature: identification strategies based on heteroskedasticity and...
Persistent link: https://www.econbiz.de/10014471719
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Econometrics with partial identification
Molinari, Francesca - 2019
Econometrics has traditionally revolved around point identi cation. Much effort has been devoted to finding the weakest … early 1990s, gaining momentum over time and developing into a widely researched area of econometrics. Partial identification … set as the parameters' sharp identifi cation region. Econometrics with partial identi fication is concerned with: (1 …
Persistent link: https://www.econbiz.de/10012011565
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Inference on breakdown frontiers
Masteny, Matthew A.; Poirierz, Alexandre - 2017
A breakdown frontier is the boundary between the set of assumptions which lead to a specific conclusion and those which do not. In a potential outcomes model with a binary treatment, we consider two conclusions: First, that ATE is at least a specific value (e.g., nonnegative) and second that the...
Persistent link: https://www.econbiz.de/10011645504
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Testing regression monotonicity in econometric models
Chetverikov, Denis - 2012
Monotonicity is a key qualitative prediction of a wide array of economic models derived via robust comparative statics. It is therefore important to design effective and practical econometric methods for testing this prediction in empirical analysis. This paper develops a general nonparametric...
Persistent link: https://www.econbiz.de/10009667989