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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
All
Free 37 Undetermined 11
Type of publication
All
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 1 - 10 of 55
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The bilingual advantage : it’s how you measure it
Aparicio Fenoll, Ainoa; Kuehn, Zoë - 2025
test, we find that selection on unobservables would need to be 3-4 times stronger than selection on observables to explain …
Persistent link: https://ebvufind01.dmz1.zbw.eu/10015184775
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Cover Image
The Bilingual Advantage: It's How You Measure It
Aparicio Fenoll, Ainoa; Kuehn, Zoë - 2025
test, we find that selection on unobservables would need to be 3-4 times stronger than selection on observables to explain …
Persistent link: https://ebvufind01.dmz1.zbw.eu/10015339058
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Is participatory democracy in line with social protest? : evidence from the French Yellow Vests movement
Monnery, Benjamin; Wolff, François-Charles - 2023
Persistent link: https://ebvufind01.dmz1.zbw.eu/10014338769
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Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence
Knaus, Michael C.; Lechner, Michael; Strittmatter, Anthony - 2018
We investigate the finite sample performance of causal machine learning estimators for heterogeneous causal effects at different aggregation levels. We employ an Empirical Monte Carlo Study that relies on arguably realistic data generation processes (DGPs) based on actual data. We consider 24...
Persistent link: https://ebvufind01.dmz1.zbw.eu/10011984599
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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://ebvufind01.dmz1.zbw.eu/10012001308
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Machine learning estimation of heterogeneous causal effects : empirical Monte Carlo evidence
Knaus, Michael C.; Lechner, Michael; Strittmatter, Anthony - 2018
We investigate the finite sample performance of causal machine learning estimators for heterogeneous causal effects at different aggregation levels. We employ an Empirical Monte Carlo Study that relies on arguably realistic data generation processes (DGPs) based on actual data. We consider 24...
Persistent link: https://ebvufind01.dmz1.zbw.eu/10011958919
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Cover Image
Causal inference under selection on observables in operations management research : matching methods and synthetic controls
Yılmaz, Övünç; Son, Yoonseock; Shang, Guangzhi; … - In: Journal of operations management 70 (2024) 5, pp. 831-859
Persistent link: https://ebvufind01.dmz1.zbw.eu/10015135026
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On uniform inference in nonlinear models with endogeneity
Khan, Shakeeb; Nekipelov, Denis N. - In: Journal of econometrics 240 (2024) 2, pp. 1-27
Persistent link: https://ebvufind01.dmz1.zbw.eu/10015075090
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Cover Image
The bilingual advantage
Aparicio Fenoll, Ainoa; Kuehn, Zoë - 2021
Persistent link: https://ebvufind01.dmz1.zbw.eu/10012511252
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Machine learning estimation of heterogeneous causal effects : empirical Monte Carlo evidence
Knaus, Michael C.; Lechner, Michael; Strittmatter, Anthony - In: The econometrics journal 24 (2021) 1, pp. 134-161
Persistent link: https://ebvufind01.dmz1.zbw.eu/10012504459
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