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Demystifying Causal Inference : Public Policy Applications with R
Dayal, Vikram; Murugesan, Anand - 2023
-- Experiments -- Matching -- Instrumental Variables -- Regression Discontinuity Design -- Panel Data and fixed effects -- Difference … packages for specific causal inference techniques like ggdag, Matching, rdrobust, dosearch etc. are used in the book. The book …, matching, panel data, difference-in-differences, regression discontinuity design, instrumental variables and meta …
Persistent link: https://www.econbiz.de/10014375030
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The volatility curse : revisiting the paradox of plenty
Ploeg, Frederick van der; Poelhekke, Steven - 2009
The volatility of unanticipated output growth in income per capita is detrimental to long-run development, controlling for initial income per capita, population growth, human capital, investment, openness and natural resource dependence. This effect is significant and robust over a wide range of...
Persistent link: https://www.econbiz.de/10003832092
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Econometric evaluation of EU Cohesion Policy : a survey
Hagen, Tobias; Mohl, Philipp - 2009
More than one third of the European Union's total budget is spent on socalled Cohesion Policy via the structural funds. Its main purpose is to promote the development of the EU and to support convergence between the levels of development of the various European regions. Investigating the impact...
Persistent link: https://www.econbiz.de/10003881569
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Endogeneity and non-response bias in treatment evaluation : nonparametric identification of causal effects by instruments
Fricke, Hans; Frölich, Markus; Huber, Martin; Lechner, … - 2015
This paper proposes a nonparametric method for evaluating treatment effects in the presence of both treatment endogeneity and attrition/non-response bias, using two instrumental variables. Making use of a discrete instrument for the treatment and a continuous instrument for...
Persistent link: https://www.econbiz.de/10011348296
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Regional policy evaluation : interactive fixed effects and synthetic controls
Gobillon, Laurent; Magnac, Thierry - 2013
In this paper, we investigate the use of interactive effect or linear factor models in regional policy evaluation. We contrast treatment effect estimates obtained by Bai (2009)'s least squares method with the popular difference in difference estimates as well as with estimates obtained using...
Persistent link: https://www.econbiz.de/10009771746
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The heterogeneity of default costs : evidence from recent sovereign debt crises
Jorra, Markus - 2011
This paper examines the costs of recent sovereign defaults using synthetic control methods, a novel econometric technique based on comparative case studies. Evidence on the effects of debt crises is thus presented on a case-by-case basis, uncovering large variations in country-specific...
Persistent link: https://www.econbiz.de/10009409494
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Impact evaluation of innovation and linkage development programs in Costa Rica : the cases of PROPYME and CR Provee
Monge González, Ricardo; Rodriguez-Alvarez, Juan Antonio - 2013
. A combination of fixed effects and propensity score matching techniques was used in estimations to correct for any …
Persistent link: https://www.econbiz.de/10010245491
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Regional policy evaluation : interactive fixed effects and synthetic control
Gobillon, Laurent; Magnac, Thierry - 2014
In this paper, we investigate the use of interactive effect or linear factor models in regional policy evaluation. We contrast treatment effect estimates obtained by Bai (2009)'s least squares method with the popular difference in differences estimates as well as with estimates obtained using...
Persistent link: https://www.econbiz.de/10010434019
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Impact Evaluation of Innovation and Linkage Development Programs in Costa Rica : The Cases of PROPYME and CR Provee
Monge-Gonzalez, Ricardo - 2013
. A combination of fixed effects and propensity score matching techniques was used in estimations to correct for any …
Persistent link: https://www.econbiz.de/10013071679
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The Economic Drivers of Differences in House Price Inflation Rate Across MSAs
Füss, Roland - 2016
This study examines why monetary policy at the national level can have vastly different effects on appreciation rates of single family houses across metropolitan statistical areas (MSAs). The study employs Case/Shiller monthly house price index data for 19 MSAs from 1992:06 to 2014:12 and FHFA...
Persistent link: https://www.econbiz.de/10013001158