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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)
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Working Paper 25 Graue Literatur 17 Non-commercial literature 17 Arbeitspapier 16 Article in journal 11 Aufsatz in Zeitschrift 11
Language
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English 42 Undetermined 12 Spanish 1
Author
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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...
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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 51 - 55 of 55
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Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation
Huber, Martin; Lechner, Michael; Steinmayr, Andreas - School of Economics and Political Science, Universität … - 2012
Using a simulation design that is based on empirical data, a recent study by Huber, Lechner and Wunsch (2012) finds that distance-weighted radius matching with bias adjustment as proposed in Lechner, Miquel and Wunsch (2011) is competitive among a broad range of propensity score-based estimators...
Persistent link: https://www.econbiz.de/10010598867
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How to control for many covariates? Reliable estimators based on the propensity score
Huber, Martin; Lechner, Michael; Wunsch, Conny - School of Economics and Political Science, Universität … - 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 pro¬bability weighting, kernel and other variants of matching, as well as different...
Persistent link: https://www.econbiz.de/10008679893
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Accounting for nonresponse heterogeneity in panel data
Inkmann, Joachim - 2001
The paper proposes a technique for the estimation of possibly nonlinear panel data models in the presence of heterogeneous unit nonresponse. Attrition or unit nonresponse in panel data usually renders parameter estimators inconsistent unless the unavailable information is missing completely at...
Persistent link: https://www.econbiz.de/10011545161
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Propuestas metodológicas para la evaluación de programas públicos de formación. Una revisión crítica.
Muñoz-Repiso, José Manuel Cansino; Braza, Antonio Sánchez - Centro de Estudios Andaluces, Government of Andalusia - 2004
implemented with observational methods. We can remark the three main observational methods. The first one is named selection on … observables and includes three types of differentiated: subclasiffication, matching estimators and the propensity score. The …
Persistent link: https://www.econbiz.de/10005187575
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Cultural Inheritance, Gender, and Intergenerational Occupational Mobility: Evidence from a Developing Economy
Emran, M. Shahe; Shilpi, Forhad - Institute for International Economic Policy (IIEP), …
instruments, the degree of selection on observables is used as a guide to the degree of selection on unobservables ´a la Altonji …
Persistent link: https://www.econbiz.de/10008641994
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