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Year of publication
Subject
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Estimation theory 405 Schätztheorie 405 Nichtparametrisches Verfahren 264 Nonparametric statistics 264 Theorie 228 Theory 228 Regression analysis 164 Regressionsanalyse 164 Estimation 112 Schätzung 112 IV-Schätzung 104 Instrumental variables 104 Induktive Statistik 99 Statistical inference 99 Statistical test 94 Statistischer Test 94 Panel 91 Panel study 91 Causality analysis 83 Kausalanalyse 83 Bootstrap approach 70 Bootstrap-Verfahren 70 Method of moments 70 Momentenmethode 69 Monte Carlo simulation 58 Monte-Carlo-Simulation 58 Statistical error 54 Statistischer Fehler 54 Nonparametric estimation 51 Nichtparametrische Schätzung 49 USA 48 United States 48 Discrete choice 47 Diskrete Entscheidung 47 Time series analysis 41 Zeitreihenanalyse 41 Großbritannien 39 United Kingdom 39 Statistical distribution 38 Statistische Verteilung 38
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Online availability
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Free 1,438
Type of publication
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Book / Working Paper 1,449
Type of publication (narrower categories)
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Arbeitspapier 999 Working Paper 999 Graue Literatur 968 Non-commercial literature 968 Systematic review 6 Übersichtsarbeit 6 Bibliografie enthalten 1 Bibliography included 1
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Language
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English 1,288 Undetermined 161
Author
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Chernozhukov, Victor 179 Linton, Oliver 78 Lee, Sokbae 73 Chesher, Andrew 64 Horowitz, Joel 60 Fernández-Val, Iván 58 Chen, Xiaohong 52 Newey, Whitney K. 51 Weidner, Martin 51 Belloni, Alexandre 49 Kitagawa, Toru 49 Carneiro, Pedro 45 Rosen, Adam M. 40 Chetverikov, Denis 35 Hu, Yingyao 34 Kato, Kengo 34 Nesheim, Lars 34 Hoderlein, Stefan 33 Wilhelm, Daniel 33 Sokbae 'Simon' Lee 32 Molinari, Francesca 26 Windmeijer, Frank 26 Bonhomme, Stéphane 25 Hansen, Christian Bailey 25 Robin, Jean-Marc 24 Giacomini, Raffaella 23 Paula, Áureo de 23 Koenker, Roger 22 Ichimura, Hidehiko 20 Hahn, Jinyong 19 Smith, Richard J. 19 Canay, Ivan A. 18 Graham, Bryan S. 18 Lewbel, Arthur 18 Kaido, Hiroaki 17 Rosen, Adam 17 Schennach, Susanne M. 17 Blundell, Richard W. 16 Bugni, Federico A. 16 Chen, Le-Yu 16
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Institution
All
Centre for Microdata Methods and Practice (CEMMAP) 450 Centre for Microdata Methods and Practice <London> 54
Published in...
All
CEMMAP working papers / Centre for Microdata Methods and Practice 999 CeMMAP working papers 450
Source
All
ECONIS (ZBW) 999 RePEc 450
Showing 1,041 - 1,050 of 1,449
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Evaluating marginal policy changes and the average effect of treatment for individuals at the margin
Carneiro, Pedro; Heckman, James J.; Vytlacil, Edward - 2009
This paper develops methods for evaluating marginal policy changes. We characterize how the effects of marginal policy changes depend on the direction of the policy change, and show that marginal policy effects are fundamentally easier to identify and to estimate than conventional treatment...
Persistent link: https://www.econbiz.de/10003869267
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Identifying distributional characteristics in random coefficients panel data models
Arellano, Manuel; Bonhomme, Stéphane - 2009
We study the identification of panel models with linear individual-specific coefficients, when T is fixed. We show identification of the variance of the effects under conditional uncorrelatedness. Identification requires restricted dependence of errors, reflecting a trade-off between...
Persistent link: https://www.econbiz.de/10003869273
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Single equation endogenous binary response models
Chesher, Andrew - 2009
This paper studies single equation models for binary outcomes incorporating instrumental variable restrictions. The models are incomplete in the sense that they place no restriction on the way in which values of endogenous variables are generated. The models are set, not point, identifying. The...
Persistent link: https://www.econbiz.de/10003869277
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Hypothesis testing of multiple inequalities: the method of constraint chaining
Chen, Le-Yu; Szroeter, Jerzy - 2009
Econometric inequality hypotheses arise in diverse ways. Examples include concavity restrictions on technological and behavioural functions, monotonicity and dominance relations, one-sided constraints on conditional moments in GMM estimation, bounds on parameters which are only partially...
Persistent link: https://www.econbiz.de/10003847567
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Nonparametric estimation of a polarization measure
Anderson, Gordon; Linton, Oliver; Whang, Yoon-jae - 2009
This paper develops methodology for nonparametric estimation of a polarization measure due to Anderson (2004) and Anderson, Ge, and Leo (2006) based on kernel estimation techniques. We give the asymptotic distribution theory of our estimator, which in some cases is nonstandard due to a boundary...
Persistent link: https://www.econbiz.de/10003847572
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Nonparametric identification of auction models with non-separable unobserved heterogeneity
Hu, Yingyao; McAdams, David; Shum, Matthew - 2009
We propose a novel methodology for nonparametric identification of first-price auction models with independent private values, which accommodates auction-specific unobserved heterogeneity and bidder asymmetries, based on recent results from the econometric literature on nonclassical measurement...
Persistent link: https://www.econbiz.de/10003854236
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Empirical analysis of buyer power
Beckert, Walter - 2009
This paper provides a comprehensive econometric framework for the empirical analysis of buyer power. It encompasses the two main features of pricing schemes in business-to-business relationships: nonlinear price schedules and bargaining over rents. Disentangling them is critical to the empirical...
Persistent link: https://www.econbiz.de/10003854239
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Sharp identification regions in models with convex predictions : games, individual choice, and incomplete data
Beresteanu, Arie; Molčanov, Il'ja S.; Molinari, Francesca - 2009
We provide a tractable characterization of the sharp identification region of the parameters θ in a broad class of incomplete econometric models. Models in this class have set-valued predictions that yield a convex set of conditional or unconditional moments for the model variables. In short,...
Persistent link: https://www.econbiz.de/10003884443
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Underidentification?
Arellano, Manuel; Hansen, Lars Peter; Sentana, Enrique - 2009
We develop methods for testing the hypothesis that an econometric model is underidentified and inferring the nature of the failed identification. By adopting a generalizedmethod of moments perspective, we feature directly the structural relations and we allow for nonlinearity in the econometric...
Persistent link: https://www.econbiz.de/10003878619
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Treatment effect estimation with covariate measurement error
Battistin, Erich; Chesher, Andrew - 2009
This paper investigates the effect that covariate measurement error has on a conventional treatment effect analysis built on an unconfoundedness restriction that embodies conditional independence restrictions in which there is conditioning on error free covariates. The approach uses small...
Persistent link: https://www.econbiz.de/10003878621
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