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  • Search: subject:"Instrumental variables."
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Year of publication
Subject
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Instrumental variables 3,204 IV-Schätzung 2,752 instrumental variables 1,659 Schätztheorie 992 Estimation theory 975 Theorie 795 Theory 756 Schätzung 517 Estimation 471 Kausalanalyse 398 Causality analysis 387 Nichtparametrisches Verfahren 385 Nonparametric statistics 366 Regression analysis 354 Regressionsanalyse 354 Instrumental Variables 300 Panel 216 Wirkungsanalyse 214 Panel study 211 Impact assessment 205 Statistischer Test 192 Statistical test 189 Bildungsertrag 187 Returns to education 183 Health 176 Bildungsniveau 169 USA 167 Gesundheit 162 endogeneity 160 Method of moments 158 Momentenmethode 158 United States 156 Induktive Statistik 148 Statistical inference 148 Educational achievement 146 Welt 143 World 136 Endogeneity 131 Kinder 124 Deutschland 122
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Online availability
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Free 3,080 Undetermined 1,138 CC license 59
Type of publication
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Book / Working Paper 3,228 Article 1,859 Other 11
Type of publication (narrower categories)
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Working Paper 1,735 Article in journal 1,467 Aufsatz in Zeitschrift 1,467 Graue Literatur 1,255 Non-commercial literature 1,255 Arbeitspapier 1,221 Article 47 Aufsatz im Buch 33 Book section 33 Hochschulschrift 27 Thesis 27 research-article 23 Conference paper 22 Konferenzbeitrag 22 Collection of articles written by one author 19 Sammlung 19 Conference Paper 11 Konferenzschrift 9 Systematic review 8 Übersichtsarbeit 8 Collection of articles of several authors 4 Sammelwerk 4 Research Report 3 Amtsdruckschrift 2 Forschungsbericht 2 Government document 2 Rezension 2 Bibliografie enthalten 1 Bibliography included 1 Congress Report 1 Master Thesis 1 Preprint 1
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Language
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English 4,225 Undetermined 827 Spanish 16 French 11 German 8 Portuguese 6 Czech 2 Russian 2 Swedish 1
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Author
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Angrist, Joshua D. 65 Heckman, James J. 63 Chesher, Andrew 57 Winter-Ebmer, Rudolf 50 Newey, Whitney K. 49 Chernozhukov, Victor 48 Mogstad, Magne 45 Chao, John C. 44 Andrews, Donald W. K. 43 Windmeijer, Frank 42 Hansen, Christian Bailey 41 Swanson, Norman R. 40 Hausman, Jerry A. 38 Hoogerheide, Lennart 38 Rosen, Adam M. 38 Urzua, Sergio 35 Frölich, Markus 30 Woutersen, Tiemen 30 Chen, Xiaohong 29 Florens, Jean-Pierre 28 Horowitz, Joel 27 Stock, James H. 27 Huber, Martin 26 Imbens, Guido 26 Phillips, Peter C. B. 26 Schneeweis, Nicole 25 Torgovitsky, Alexander 25 Tauchmann, Harald 24 Wiswall, Matthew 24 Fort, Margherita 23 Schmierer, Daniel 20 Scoppa, Vincenzo 20 Vytlacil, Edward 20 Berry, Steven 18 Davidson, Russell 18 Inoue, Atsushi 18 Moreira, Marcelo J. 18 Walters, Christopher R. 18 Wooldridge, Jeffrey M. 18 Wüthrich, Kaspar 18
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Institution
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National Bureau of Economic Research 97 International Monetary Fund (IMF) 86 Institute for the Study of Labor (IZA) 82 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 51 C.E.P.R. Discussion Papers 21 Cowles Foundation for Research in Economics, Yale University 18 HAL 16 CESifo 12 Industrial Relations Section, Department of Economics 12 Tinbergen Instituut 12 Centre for Microdata Methods and Practice (CEMMAP) 11 Department of Economics and Related Studies, University of York 10 Department of Economics, Boston College 10 EconWPA 10 London School of Economics (LSE) 9 Tinbergen Institute 9 Department of Economics, University of Washington 8 Centre de Recherche en Économie et Statistique (CREST), Groupe des Écoles Nationales d'Économie et Statistique (GENES) 7 DIW Berlin (Deutsches Institut für Wirtschaftsforschung) 7 Department of Economics, Rutgers University-New Brunswick 7 Economics Department, Queen's University 7 Agricultural and Applied Economics Association - AAEA 6 Centre d'Études et de Recherches sur le Développement International (CERDI), École d'Économie 6 Econometric Society 6 Institut für Volkswirtschaftslehre, Johannes-Kepler-Universität Linz 6 Institut für Volkswirtschaftslehre, Wirtschaftswissenschaftliche Fakutät 6 Rheinisch-Westfälisches Institut für Wirtschaftsforschung (RWI) 6 Center for Health and Wellbeing, Woodrow Wilson School of Public and International Affairs 5 Center for Operations Research and Econometrics (CORE), École des Sciences Économiques de Louvain 5 Department of Economics, McMaster University 5 Institut d'Economia de Barcelona (IEB), Facultat d'Economia i Empresa 5 Massachusetts Institute of Technology / Department of Economics 5 School of Economics and Political Science, Universität St. Gallen 5 Tilburg University, Center for Economic Research 5 University of Toronto, Department of Economics 5 Université Paris-Dauphine (Paris IX) 5 ifo Leibniz-Institut für Wirtschaftsforschung an der Universität München e.V. 5 Austrian Center for Labor Economics and the Analysis of the Welfare State, Johannes-Kepler-Universität Linz 4 Centre Interuniversitaire de Recherche en Analyse des Organisations (CIRANO) 4 Centre for Market and Public Organisation (CMPO), University of Bristol 4
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Published in...
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IZA Discussion Papers 215 Journal of econometrics 128 Discussion paper series / IZA 125 CEMMAP working papers / Centre for Microdata Methods and Practice 104 IMF Working Papers 85 NBER working paper series 75 NBER Working Paper 73 cemmap working paper 63 Working Paper 53 MPRA Paper 50 Working paper / National Bureau of Economic Research, Inc. 48 Economics letters 47 Econometrica : journal of the Econometric Society, an internat. society for the advancement of economic theory in its relation to statistics and mathematics 46 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 45 Working paper 43 IZA Discussion Paper 38 Cowles Foundation discussion paper 37 Econometric theory 35 Econometric reviews 34 Cowles Foundation Discussion Paper 31 CESifo Working Paper 30 CESifo working papers 30 Discussion paper / Tinbergen Institute 28 The econometrics journal 27 Applied economics letters 26 Applied economics 25 CEPR Discussion Papers 25 Quantitative economics : QE ; journal of the Econometric Society 25 NBER technical working paper series 23 Discussion papers / CEPR 22 Health economics 21 Journal of applied econometrics 21 Journal of health economics 21 Tinbergen Institute Discussion Paper 21 Tinbergen Institute Discussion Papers 21 Discussion paper 20 Stata Journal 20 The review of economics and statistics 20 CESifo Working Paper Series 19 Econometrics : open access journal 19
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Source
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ECONIS (ZBW) 3,349 RePEc 1,131 EconStor 577 Other ZBW resources 24 BASE 17
Showing 371 - 380 of 5,098
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Jackknife Instrumental Variables Estimation
Angrist, Joshua D.; Imbens, Guido; Krueger, Alan B. - 2021
instrumental variables procedures using an instrument that is independent of disturbances even in finite samples. Independence is …
Persistent link: https://www.econbiz.de/10013222665
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On the Validity of Season of Birth as an Instrument in Wage Equations : A Comment on Angrist & Krueger'S "Does Compulsory School Attendance Affect Scho
Bound, John; Jaeger, David A. - 2021
In an important and provocative paper, `Does Compulsory School Attendance Affect Schooling and Earnings?', Angrist and Krueger use quarter of birth as an instrument for educational attainment in wage equations. To support a causal interpretation of their estimates, they argue that compulsory...
Persistent link: https://www.econbiz.de/10013223879
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Instrumental Variables Regression with Weak Instruments
Staiger, Douglas; Stock, James H. - 2021
This paper develops asymptotic distribution theory for instrumental variable regression when the partial correlation between the instruments and a single included endogenous variable is weak, here modeled as local to zero. Asymptotic representations are provided for various instrumental variable...
Persistent link: https://www.econbiz.de/10013225602
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Split Sample Instrumental Variables
Angrist, Joshua D.; Krueger, Alan B. - 2021
Instrumental Variables (IV) estimates tend to be biased in the same direction as Ordinary Least Squares (OLS) in finite … Instrumental Variables (SSIV). SSIV works as follows: we randomly split the sample in half, and use one half of the sample to … Instrumental Variables (USSIV). We apply SSIV and USSIV to the data used by Angrist and Krueger (1991) to estimate the payoff to …
Persistent link: https://www.econbiz.de/10013225846
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The Cure Can Be Worse than the Disease : A Cautionary Tale Regarding Instrumental Variables
Bound, John; Jaeger, David A.; Baker, Regina - 2021
In this paper we draw attention to two problems associated with the use of instrumental variables (IV) whose importance …
Persistent link: https://www.econbiz.de/10013227536
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Inference with Weak Instruments
Stock, James H.; Andrews, Donald W. K. - 2021
This paper reviews recent developments in methods for dealing with weak instruments (IVs) in IV regression models. The focus is more on tests and confidence intervals derived from tests than on estimators. The paper also presents new testing results under "many weak IV asymptotics," which are...
Persistent link: https://www.econbiz.de/10013228759
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Semiparametric Estimation of Instrumental Variable Models for Causal Effects
Abadie, Alberto - 2021
ideas and estimators in this paper are illustrated using instrumental variables to estimate the effects of 401(k) retirement …
Persistent link: https://www.econbiz.de/10013239198
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Instrumental Variables, Selection Models, and Tight Bounds on the Average Treatment Effect
Heckman, James J.; Vytlacil, Edward - 2021
on instrumental variables, is due to Manski (1990, 1994), who derives tight bounds on the average treatment effect under … a mean independence form of the instrumental variables (IV) condition. The second approach, based on latent index models …
Persistent link: https://www.econbiz.de/10013239385
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Local Instrumental Variables
Heckman, James J.; Vytlacil, Edward - 2021
local instrumental variables directly estimates the marginal treatment effect parameters, and thus can be used to estimate … they are not, the method of local instrumental variables can be used to produce bounds on the parameters with the width of …
Persistent link: https://www.econbiz.de/10013240992
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Causal Reinforcement Learning : An Instrumental Variable Approach
Li, Jin; Luo, Ye; Zhang, Xiaowei - 2021
In the standard data analysis framework, data is first collected (once for all), and then data analysis is carried out. Moreover, the data-generating process is typically assumed to be exogenous. This approach is natural when the data analyst has no impact on how the data is generated. The...
Persistent link: https://www.econbiz.de/10013241212
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