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Year of publication
Subject
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Estimation theory 405 Schätztheorie 405 Nichtparametrisches Verfahren 264 Nonparametric statistics 264 Theorie 229 Theory 229 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 831 - 840 of 1,449
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The age-period cohort problem: set identification and point identification
Browning, Martin; Crawford, Ian; Knoef, Marike - Centre for Microdata Methods and Practice (CEMMAP) - 2012
<p>"Only entropy comes easily" - Anton Chekhov <p>Various methods have been used to overcome the point identification problem inherent in the linear age-period-cohort model. This paper presents a set-identification result for the model and then considers the use of the maximum-entropy principle as a...</p></p>
Persistent link: https://www.econbiz.de/10009649767
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Long term impacts of compensatory preschool on health and behavior: evidence from Head Start
Carneiro, Pedro; Ginja, Rita - Centre for Microdata Methods and Practice (CEMMAP) - 2012
This paper provides new estimates of the medium and long-term impacts of Head Start on the health and behavioral problems of its participants. We identify these impacts using discontinuities in the probability of participation induced by program eligibility rules. Our strategy allows us to...
Persistent link: https://www.econbiz.de/10009649768
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Inference on counterfactual distributions
Chernozhukov, Victor; Fernández-Val, Iván; Melly, Blaise - Centre for Microdata Methods and Practice (CEMMAP) - 2012
<p>We develop inference procedures for policy analysis based on regression methods. We consider policy interventions that correspond to either changes in the distribution of covariates, or changes in the conditional distribution of the outcome given covariates, or both. Under either of these policy...</p>
Persistent link: https://www.econbiz.de/10009649769
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Aggregation without the aggravation? Nonparametric analysis of the representative consumer
Cherchye, Laurens; Crawford, Ian; Rock, Bram De; … - Centre for Microdata Methods and Practice (CEMMAP) - 2012
In the tradition of Afriat (1967), Diewert (1973) and Varian (1982), we provide a revealed preference characterisation of the representative consumer. Our results are simple and complement those of Gorman (1953, 1961), Samuelson (1956) and others. They can also be applied to data very readily...
Persistent link: https://www.econbiz.de/10009649770
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Inference on sets in finance
Chernozhukov, Victor; Kocatulum, Emre; Menzel, Konrad - Centre for Microdata Methods and Practice (CEMMAP) - 2012
In this paper we introduce various set inference problems as they appear in finance and propose practical and powerful inferential tools. Our tools will be applicable to any problem where the set of interest solves a system of smooth estimable inequalities, though we will particularly focus on...
Persistent link: https://www.econbiz.de/10009649771
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Sieve inference on semi-nonparametric time series models
Chen, Xiaohong; Liao, Zhipeng; Sun, Yixiao - Centre for Microdata Methods and Practice (CEMMAP) - 2012
The method of sieves has been widely used in estimating semiparametric and nonparametric models. In this paper, we first provide a general theory on the asymptotic normality of plug-in sieve M estimators of possibly irregular functionals of semi/nonparametric time series models. Next, we...
Persistent link: https://www.econbiz.de/10009651940
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An estimation of economic models with recursive preferences
Chen, Xiaohong; Favilukis, Jack; Ludvigson, Sydney - Centre for Microdata Methods and Practice (CEMMAP) - 2012
This paper presents estimates of key preference parameters of the Epstein and Zin (1989, 1991) and Weil (1989) (EZW) recursive utility model, evaluates the models ability to fit asset return data relative to other asset pricing models, and investigates the implications of such estimates for the...
Persistent link: https://www.econbiz.de/10010593706
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Estimation of random coefficients logit demand models with interactive fixed effects
Moon, Hyungsik Roger; Shum, Matthew; Weidner, Martin - Centre for Microdata Methods and Practice (CEMMAP) - 2012
We extend the Berry, Levinsohn and Pakes (BLP, 1995) random coefficients discrete-choice demand model, which underlies much recent empirical work in IO. We add interactive fixed effects in the form of a factor structure on the unobserved product characteristics. The interactive fixed effects can...
Persistent link: https://www.econbiz.de/10010593708
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Identifcation in auctions with selective entry
Gentry, Matthew; Li, Tong - Centre for Microdata Methods and Practice (CEMMAP) - 2012
This paper considers nonparametric identification of a two-stage entry and bidding model for auctions which we call the Affiliated-Signal (AS) model. This model assumes that potential bidders have private values, observe imperfect signals of their true values prior to entry, and choose whether...
Persistent link: https://www.econbiz.de/10010593711
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Testing regression monotonicity in econometric models
Chetverikov, Denis - Centre for Microdata Methods and Practice (CEMMAP) - 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/10010593712
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