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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 1,437
Type of publication
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Book / Working Paper 1,448
Type of publication (narrower categories)
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Arbeitspapier 998 Working Paper 998 Graue Literatur 967 Non-commercial literature 967 Systematic review 6 Übersichtsarbeit 6 Bibliografie enthalten 1 Bibliography included 1
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Language
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English 1,287 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 998 CeMMAP working papers 450
Source
All
ECONIS (ZBW) 998 RePEc 450
Showing 171 - 180 of 1,448
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The impacts of a multifaceted pre-natal intervention on human capital accumulation in early life
Carneiro, Pedro; Kraftman, Lucy; Mason, Giacomo; Moore, … - 2020
We evaluate an intervention targeting early life nutrition and well-being for households in extreme poverty in Northern Nigeria. The intervention leads to large and sustained improvements in children's anthropometric and health outcomes, including an 8% reduction in stunting four years...
Persistent link: https://www.econbiz.de/10012395584
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Bias and consistency in three-way gravity models
Weidner, Martin; Zylkin, Thomas - 2020
We study the incidental parameter problem in "three-way" Poisson Pseudo-Maximum Likelihood "PPML" gravity models recently recommended for identifying the effects of trade policies. Despite the number and variety of fixed effects this model entails, we confirm it is consistent for small T and we...
Persistent link: https://www.econbiz.de/10012152495
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Recovering latent variables by matching
Arellano, Manuel; Bonhomme, Stéphane - 2020
We propose an optimal-transport-based matching method to nonparametrically estimate linear models with independent latent variables. The method consists in generating pseudo-observations from the latent variables, so that the Euclidean distance between the model’s predictions and their matched...
Persistent link: https://www.econbiz.de/10012152500
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The informativeness of estimation moments
Honoré, Bo E.; Jørgensen, Thomas H.; Paula, Áureo de - 2020
This paper introduces measures for how each moment contributes to the precision of parameter estimates in GMM settings. For example, one of the measures asks what would happen to the variance of the parameter estimates if a particular moment was dropped from the estimation. The measures are all...
Persistent link: https://www.econbiz.de/10012152501
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Econometric models of network formation
Paula, Áureo de - 2020 - This Version: January, 2020
This article provides a selective review on the recent literature on econometric models of network formation. The survey starts with a brief exposition on basic concepts and tools for the statistical description of networks. I then offer a review of dyadic models, focussing on statistical models...
Persistent link: https://www.econbiz.de/10012152502
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The housing stock, housing prices, and user costs : the roles of location, structure and unobserved quality
Halket, Jonathan; Nesheim, Lars; Oswald, Florian - 2020
Which housing characteristics are important for understanding homeownership rates? How are housing characteristics priced in the rental and owner-occupied markets? And what can the answers to the previous questions tell us about economic theories of homeownership? Using the English Housing...
Persistent link: https://www.econbiz.de/10012159068
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Structural modeling of simultaneous discrete choice
Chesher, Andrew; Rosen, Adam M. - 2020
Models of simultaneous discrete choice may be incomplete, delivering multiple values of out- comes at certain values of the latent variables and covariates, and incoherent, delivering no val- ues. Alternative approaches to accommodating incompleteness and incoherence are considered in a unifying...
Persistent link: https://www.econbiz.de/10012165372
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Partial identification and inference in duration models with endogenous censoring
Sakaguchi, Shosei - 2020
This paper studies identification and inference in transformation models with endogenous censoring. Many kinds of duration models, such as the accelerated failure time model, proportional hazard model, and mixed proportional hazard model, can be viewed as transformation models. I allow the...
Persistent link: https://www.econbiz.de/10012165377
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Randomization and social policy evaluation revisited
Heckman, James J. - 2020 - This draft, December 12, 2019
This paper examines the case for randomized controlled trials in economics. I revisit my previous paper "Randomization and Social Policy Evaluation" and update its message. I present a brief summary of the history of randomization in economics. I identify two waves of enthusiasm for the method...
Persistent link: https://www.econbiz.de/10012165381
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Partial identification and inference for dynamic models and counterfactuals
Kalouptsidi, Myrto; Kitamura, Yuichi; Lima, Lucas A. de; … - 2020
We provide a general framework for investigating partial identification of structural dynamic discrete choice models and their counterfactuals, along with uniformly valid inference procedures. In doing so, we derive sharp bounds for the model parameters, counterfactual behavior, and...
Persistent link: https://www.econbiz.de/10012165392
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