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Causal mediation analysis in economics : objectives, assumptions, models
Celli, Viviana - In: Journal of economic surveys 36 (2022) 1, pp. 214-234
Persistent link: https://www.econbiz.de/10012816578
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Conceptualizing and testing random indirect effects and moderated mediation in multilevel models: New procedures and recommendations
Bauer, D. J.; Preacher, K. J.; Gil, Karen M. - 2006
methods are further developed to address hypotheses of moderated mediation in the multilevel context. An example demonstrates …
Persistent link: https://www.econbiz.de/10009430919
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SPSS and SAS procedures for estimating indirect effects in simple mediation models
Preacher, K. J.; Hayes, A. F. - 2004
Researchers often conduct mediation analysis in order to indirectly assess the effect of a proposed cause on some … outcome through a proposed mediator. The utility of mediation analysis stems from its ability to go beyond the merely … descriptive to a more functional understanding of the relationships among variables. A necessary component of mediation is a …
Persistent link: https://www.econbiz.de/10009430921
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Robust and Flexible Estimation of Stochastic Mediation Effects: A Proposed Method and Example in a Randomized Trial Setting
Rudolph, Kara E.; Sofrygin, Oleg; Zheng, Wenjing; van … - In: Epidemiologic Methods 7 (2017) 1
Abstract Background Causal mediation analysis can improve understanding of the mechanisms underlying epidemiologic … stochastic indirect effect mediated by change in school district. We find no evidence of mediation. Conclusions Our estimator is …
Persistent link: https://www.econbiz.de/10014590633
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Direct and indirect effects in a logit model
Buis, Maarten L. - In: Stata Journal 10 (2010) 1, pp. 11-29
In this article, I discuss a method by Erikson et al. (2005, Proceedings of the National Academy of Science 102: 9730–9733) for decomposing a total effect in a logit model into direct and indirect effects. Moreover, I extend this method in three ways. First, in the original method the variable...
Persistent link: https://www.econbiz.de/10008518209
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A review of causal mediation analysis for assessing direct and indirect treatment effects
Huber, Martin - 2019
Persistent link: https://www.econbiz.de/10011975624
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Gender differences in wage expectations
Fernandes, Ana; Huber, Martin; Vaccaro, Giannina - 2020
Persistent link: https://www.econbiz.de/10012260384
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The Marginal Income Effect of Education on Happiness: Estimating the Direct and Indirect Effects of Compulsory Schooling on Well-Being in Australia
Powdthavee, Nattavudh; Lekfuangfu, Warn N.; Wooden, Mark - 2013
Many economists and educators favour public support for education on the premise that education improves the overall well-being of citizens. However, little is known about the causal pathways through which education shapes people's subjective well-being (SWB). This paper explores the direct and...
Persistent link: https://www.econbiz.de/10010319557
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The reproductive value in distributed optimal control models
Wrzaczek, Stefan; Kuhn, Michael; Prskawetz, Alexia; … - 2009
We show that in a large class of distributed optimal control models (DOCM), where population is described by a McKendrick type equation with an endogenous number of newborns, the reproductive value of Fisher shows up as part of the shadow price of the population. Depending on the objective...
Persistent link: https://www.econbiz.de/10010352558
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The reproductive value as part of the shadow price of population
Feichtinger, Gustav; Kuhn, Michael; Prskawetz, Alexia; … - 2011
The reproductive value (see Fisher 1930) arises as part of the shadow price of the population in a large class of age-structured optimal control models.
Persistent link: https://www.econbiz.de/10010352601