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  • Search: subject:"Conditional average"
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Year of publication
Subject
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Causality analysis 35 Kausalanalyse 35 Artificial intelligence 30 Künstliche Intelligenz 30 conditional average treatment effects 29 Impact assessment 15 Wirkungsanalyse 15 causal machine learning 15 Arbeitsmarktpolitik 14 Labour market policy 14 Arbeitslosigkeit 12 Unemployment 12 active labour market policy 12 Causal machine learning 10 Theorie 10 Theory 10 Belgien 9 Belgium 9 modified causal forest 9 Policy evaluation 8 multiple treatments 8 policy evaluation 8 Conditional average treatment effects 6 causal forest 6 individualized treatment effects 5 random forest 5 selection-on-observables 5 Conditional Average Treatment Effect 4 Estimation 4 Forestry 4 Forstwirtschaft 4 Monte Carlo simulation 4 Monte-Carlo-Simulation 4 Schätzung 4 average treatment effects 4 conditional average treatment effect 4 conditional average treatment effect (CATE) 4 machine learning 4 selection-on-observable 4 statistical learning 4
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Online availability
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Free 40 Undetermined 13 CC license 1
Type of publication
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Book / Working Paper 39 Article 14
Type of publication (narrower categories)
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Working Paper 37 Arbeitspapier 27 Graue Literatur 27 Non-commercial literature 27 Article in journal 11 Aufsatz in Zeitschrift 11 Conference Paper 1 Conference paper 1 Konferenzbeitrag 1
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Language
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English 50 Undetermined 3
Author
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Lechner, Michael 26 Strittmatter, Anthony 12 Bollens, Joost 11 Cockx, Bart 11 Knaus, Michael C. 11 Goller, Daniel 4 Wolff, Joachim 4 Harrer, Tamara 3 Naguib, Costanza 3 Ascarza, Eva 2 Huang, Ta-Wei 2 Takács, Olga 2 Vincze, János 2 Burlat, Héloïse 1 Chernozhukov, Victor 1 Di Francesco, Riccardo 1 Esterzon, Emilie 1 Ferraro, Paul J. 1 Fuijishima, Shota 1 Galiani, Sebastián 1 Grabec, Igor 1 Hoshino, Tadao 1 Kallus, Nathan 1 Kaplan, H. 1 Lemmens, Aurélie 1 Macartney, Hugh 1 McMillan, Robert 1 Miranda, Juan José 1 Petronijevic, Uros 1 Pongratz, Tamara 1 Poredoš, Alojz 1 Quistorff, Brian 1 Semenova, Vira 1 Sugawara, Shinya 1 Thaler, Marko 1 Van den Bergh, Bram 1
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Published in...
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Discussion paper / Universität Sankt Gallen, School of Economics and Political Science, Department of Economics 6 Discussion paper series / IZA 6 IZA Discussion Papers 6 The econometrics journal 3 Discussion papers / CEPR 2 Labour economics : an international journal 2 Labour economics : official journal of the European Association of Labour Economists 2 Physica A: Statistical Mechanics and its Applications 2 Beiträge zur Jahrestagung des Vereins für Socialpolitik 2019: 30 Jahre Mauerfall - Demokratie und Marktwirtschaft - Session: Labor Economics VIII 1 CEIS Tor Vergata research papers : CEIS Tor Vergata research paper series 1 CESifo Working Paper 1 CESifo working papers 1 Discussion Papers 1 Discussion paper / Centre for Economic Policy Research 1 Diskussionsschriften / Universität Bern, Departement Volkswirtschaftlehre 1 GLO Discussion Paper 1 GLO discussion paper 1 GSBE research memoranda 1 Journal of marketing 1 KRTK-KTI Working Papers 1 KRTK-KTI working papers : KRTK-KTI WP 1 LIDAM discussion paper IRES 1 Management science : journal of the Institute for Operations Research and the Management Sciences 1 Marketing science 1 RIETI discussion paper series 1 ROA research memorandum 1 Research in economics 1 Resource and Energy Economics 1 Working paper / University of Toronto, Department of Economics 1 Working paper series / Universiteit Gent, Faculteit Economie en Bedrijfskunde 1 Working papers / Harvard Business School, Division of Research 1
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Source
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ECONIS (ZBW) 39 EconStor 11 RePEc 3
Showing 1 - 10 of 53
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Active labor market policies for the long-term unemployed : new evidence from causal machine learning
Goller, Daniel; Lechner, Michael; Pongratz, Tamara; … - In: Labour economics : an international journal 94 (2025), pp. 1-17
Persistent link: https://www.econbiz.de/10015405296
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Assessing external validity in practice
Galiani, Sebastián; Quistorff, Brian - In: Research in economics 78 (2024) 3, pp. 1-12
Persistent link: https://www.econbiz.de/10015084489
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Everybody's got to learn sometime? : a causal machine learning evaluation of training programmes for jobseekers in France
Burlat, Héloïse - In: Labour economics : an international journal 89 (2024), pp. 1-13
Persistent link: https://www.econbiz.de/10015178598
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Heterogeneous wage structure effects: A partial European East-West comparison
Takács, Olga; Vincze, János - 2023
We estimate heterogeneous wage structure effects for country-pairs within the EU by the Causal Forest algorithm, then identify groups of workers with the highest and lowest discrepancies in terms of wage differentials. We find that, in the East-West comparison, age is the most consistently...
Persistent link: https://www.econbiz.de/10014468518
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Is the impact of opening the borders heterogeneous?
Naguib, Costanza - 2023
We analyze the impact of an inflow of foreign workers on the wage distribution of residents in a small open economy like Switzerland. We exploit the fact that Swiss mobility regions were differently affected by the intensity and the timing of the Agreement on the Free Movement of Persons,...
Persistent link: https://www.econbiz.de/10014476242
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Heterogeneous wage structure effects : a partial European East-West comparison
Takács, Olga; Vincze, János - 2023
We estimate heterogeneous wage structure effects for country-pairs within the EU by the Causal Forest algorithm, then identify groups of workers with the highest and lowest discrepancies in terms of wage differentials. We find that, in the East-West comparison, age is the most consistently...
Persistent link: https://www.econbiz.de/10014454593
Saved in:
Cover Image
Enhancing donor agency to improve charitable giving : strategies and heterogeneity
Esterzon, Emilie; Lemmens, Aurélie; Van den Bergh, Bram - In: Journal of marketing 87 (2023) 4, pp. 636-655
Persistent link: https://www.econbiz.de/10014325394
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Debiasing treatment effect estimation for privacy- protected data : a model auditing and calibration approach
Huang, Ta-Wei; Ascarza, Eva - 2023 - This version: September 18, 2023
Persistent link: https://www.econbiz.de/10014468100
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Cover Image
Is the impact of opening the borders heterogeneous?
Naguib, Costanza - 2023
We analyze the impact of an inflow of foreign workers on the wage distribution of residents in a small open economy like Switzerland. We exploit the fact that Swiss mobility regions were differently affected by the intensity and the timing of the Agreement on the Free Movement of Persons,...
Persistent link: https://www.econbiz.de/10014450470
Saved in:
Cover Image
Aggregation trees
Di Francesco, Riccardo - 2022
Persistent link: https://www.econbiz.de/10014252198
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