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  • Search: subject:"selection on observables"
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Year of publication
Subject
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selection on observables 28 Estimation theory 14 Kausalanalyse 14 Schätztheorie 14 Causality analysis 13 Monte Carlo simulation 8 Monte-Carlo-Simulation 8 Selection on observables 8 treatment effects 8 program evaluation 7 Artificial intelligence 5 Induktive Statistik 5 Künstliche Intelligenz 5 Statistical inference 5 conditional average treatment effects 5 empirical Monte Carlo studies 5 inverse probability weighting 5 propensity score 5 selection on observables and unobservables 5 selection-on-observables 5 unconfoundedness 5 Forestry 4 Forstwirtschaft 4 Impact assessment 4 Propensity score matching 4 Sampling 4 Selection on observables and unobservables 4 Stichprobenerhebung 4 Wirkungsanalyse 4 empirical Monte Carlo study 4 finite sample properties 4 Causal Forest 3 Causal machine learning 3 Lasso 3 Matching 3 Microeconometrics 3 Mikroökonometrie 3 Nichtlineare Regression 3 Nonlinear regression 3 Random Forest 3
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Online availability
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Free 37 Undetermined 11
Type of publication
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Book / Working Paper 41 Article 14
Type of publication (narrower categories)
All
Working Paper 25 Graue Literatur 17 Non-commercial literature 17 Arbeitspapier 16 Article in journal 11 Aufsatz in Zeitschrift 11
Language
All
English 42 Undetermined 12 Spanish 1
Author
All
Lechner, Michael 11 Huber, Martin 8 Advani, Arun 5 Kitagawa, Toru 5 Knaus, Michael C. 5 Strittmatter, Anthony 5 Wunsch, Conny 4 Aparicio Fenoll, Ainoa 3 Khan, Shakeeb 3 Kuehn, Zoë 3 Słoczyński, Tymon 3 Baigrie, Nic 2 Cardona-Sosa, Lina 2 Ding, Weili 2 Eyal, Katherine 2 Ferraro, Paul J. 2 Holmlund, Linda 2 Imbens, Guido W. 2 Jones, Andrew M 2 Medina, Carlos 2 Millimet, Daniel L. 2 Miranda, Juan José 2 Monnery, Benjamin 2 Nekipelov, Denis N. 2 Runst, Petrik 2 Steinmayr, Andreas 2 Wolff, François-Charles 2 Ailawadi, Kusum L. 1 Arslan, Hayri Alper 1 Bodory, Hugo 1 Braza, Antonio Sánchez 1 Diamond, Alexis 1 Eliasson, Kent 1 Emran, M. Shahe 1 Fan, Yanqin 1 Fredriksen, Kaja 1 Grewal, Dhruv 1 Guerre, Emmanuel 1 Imbens, Guido 1 Inkmann, Joachim 1
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Institution
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Institute for the Study of Labor (IZA) 3 Institutionen för Nationalekonomi, Umeå Universitet 3 Department of Economics and Related Studies, University of York 2 School of Economics and Political Science, Universität St. Gallen 2 Centro de Estudios Andaluces, Government of Andalusia 1 Duke University, Department of Economics 1 Economics Department, Queen's University 1 Institute for International Economic Policy (IIEP), Elliott School of International Affairs 1 Southern Africa Labour and Development Research Unit (SALDRU), School of Economics 1
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Published in...
All
IZA Discussion Papers 9 Discussion paper series / IZA 4 Journal of econometrics 3 Umeå Economic Studies 3 Health, Econometrics and Data Group (HEDG) Working Papers 2 Working papers SES 2 Borradores de economía 1 Boston College working papers in economics 1 CEMMAP working papers / Centre for Microdata Methods and Practice 1 Carlo Alberto notebooks 1 CoFE discussion papers 1 Discussion paper / Centre for Economic Policy Research 1 Discussion paper / Universität Sankt Gallen, School of Economics and Political Science, Department of Economics 1 Document de travail 1 Economia : journal of the Latin American and Caribbean Economic Association 1 Economic Working Papers at Centro de Estudios Andaluces 1 Economics Working Paper Series / School of Economics and Political Science, Universität St. Gallen 1 Empirical economics : a journal of the Institute for Advanced Studies, Vienna, Austria 1 Journal of Econometrics 1 Journal of Economic Behavior & Organization 1 Journal of economic behavior & organization : JEBO 1 Journal of marketing research : JMR 1 Journal of operations management 1 Public choice 1 Queen's Economics Department Working Paper 1 SALDRU Working Papers 1 The Review of Economics and Statistics 1 The South African journal of economics 1 The econometrics journal 1 University of St. Gallen Department of Economics working paper series 2010 1 Working Papers / Duke University, Department of Economics 1 Working Papers / Economics Department, Queen's University 1 Working Papers / Institute for International Economic Policy (IIEP), Elliott School of International Affairs 1 Working papers / Brandeis University, Department of Economics and International Business School 1 Working papers / Economics Department, Georgetown University 1 cemmap working paper 1 ifh Working Paper 1 ifh working paper 1
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Source
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ECONIS (ZBW) 28 RePEc 18 EconStor 9
Showing 31 - 40 of 55
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Machine learning estimation of heterogeneous causal effects : empirical monte carlo evidence
Knaus, Michael C.; Lechner, Michael; Strittmatter, Anthony - 2018
Persistent link: https://www.econbiz.de/10012111793
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The effects of In Utero programs on birth outcomes : the case of Buen Comienzo
Cardona-Sosa, Lina; Medina, Carlos - In: Economia : journal of the Latin American and Caribbean … 17 (2017) 2, pp. 93-134
Persistent link: https://www.econbiz.de/10011688471
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Partial identification of functionals of the joint distribution of "potential outcomes"
Fan, Yanqin; Guerre, Emmanuel; Zhu, Dongming - In: Journal of econometrics 197 (2017) 1, pp. 42-59
Persistent link: https://www.econbiz.de/10011818340
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The elephant in the corner: A cautionary tale about measurement error in treatment effects models
Millimet, Daniel L. - 2010
Researchers in economics and other disciplines are often interested in the causal effect of a binary treatment on outcomes. Econometric methods used to estimate such effects are divided into one of two strands depending on whether they require the conditional independence assumption (i.e.,...
Persistent link: https://www.econbiz.de/10010274588
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How to control for many covariates? Reliable estimators based on the propensity score
Huber, Martin; Lechner, Michael; Wunsch, Conny - 2010
We investigate the finite sample properties of a large number of estimators for the average treatment effect on the treated that are suitable when adjustment for observable covariates is required, like inverse probability weighting, kernel and other variants of matching, as well as different...
Persistent link: https://www.econbiz.de/10010274655
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The Elephant in the Corner: A Cautionary Tale about Measurement Error in Treatment Effects Models
Millimet, Daniel L. - Institute for the Study of Labor (IZA) - 2010
Researchers in economics and other disciplines are often interested in the causal effect of a binary treatment on outcomes. Econometric methods used to estimate such effects are divided into one of two strands depending on whether they require the conditional independence assumption (i.e.,...
Persistent link: https://www.econbiz.de/10008611312
Saved in:
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How to Control for Many Covariates? Reliable Estimators Based on the Propensity Score
Huber, Martin; Lechner, Michael; Wunsch, Conny - Institute for the Study of Labor (IZA) - 2010
We investigate the finite sample properties of a large number of estimators for the average treatment effect on the treated that are suitable when adjustment for observable covariates is required, like inverse probability weighting, kernel and other variants of matching, as well as different...
Persistent link: https://www.econbiz.de/10008684795
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The Effect of College Quality on Earnings Evidence from Sweden
Holmlund, Linda - Institutionen för Nationalekonomi, Umeå Universitet - 2009
This paper examines the effect of college quality on earnings using administrative data on Swedish college students. To consider possible heterogeneity, the effects for men and women are estimated separately and quantile regression is used to determine whether the effect of college quality...
Persistent link: https://www.econbiz.de/10008480541
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Essays on Child Care and Higher Education
Holmlund, Linda - Institutionen för Nationalekonomi, Umeå Universitet - 2009
This thesis consists of a summary and four self-contained papers. Paper [I] examines whether fathers influence the time their children spend in subsidized child care. Two non-nested models of family child care demand are estimated. The parameter estimates indicate that several characteristics of...
Persistent link: https://www.econbiz.de/10008626099
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Radius matching on the propensity score with bias adjustment : tuning parameters and finite sample behaviour
Huber, Martin; Lechner, Michael; Steinmayr, Andreas - In: Empirical economics : a journal of the Institute for … 49 (2015) 1, pp. 1-31
Persistent link: https://www.econbiz.de/10011317709
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