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Unobservable selection and coefficient stability : theory and validation

Oster, Emily - 2013

Persistent link: https://www.econbiz.de/10009753792

Do maternal health problems influence child's worrying status? : evidence from British cohort study

Dai, Xianhua; Härdle, Wolfgang; Yu, Keming - 2014

The influence of maternal health problems on child's worrying status is important in practice in terms of the … intervention of maternal health problems early for the influence on child's worrying status. Conventional methods apply symmetric … data model without heterogeneity from a Bayesian point of view, and examines the influence of maternal health problems on …

Persistent link: https://www.econbiz.de/10010253468

Local quantile treatment effects

Melly, Blaise; Wüthrich, Kaspar - 2016

This chapter reviews instrumental variable models of quantile treatment effects. We focus on models that achieve identification through a monotonicity assumption in the treatment choice equation. We discuss the key conditions, the role of control variables as well as the estimands in detail and...

Persistent link: https://www.econbiz.de/10011442004

From late to MTE : alternative methods for the evaluation of policy interventions

Cornelißen, Thomas; Dustmann, Christian; Raute, Anna; … - 2016

This paper provides an introduction into the estimation of Marginal Treatment Effects (MTE). Compared to the existing surveys on the subject, our paper is less technical and speaks to the applied economist with a solid basic understanding of econometric techniques who would like to use MTE...

Persistent link: https://www.econbiz.de/10011502829

A comparison of two qantile models with endogeneity

Wüthrich, Kaspar - 2014

This paper analyzes estimators based on the instrumental variable quantile regression (IVQR) model (Chernozhukov and Hansen, 2004, 2005, 2006) under the local quantile treatment effects (LQTE) framework (Abadie et al., 2002). I show that the quantile treatment effect (QTE) estimators in the IVQR...

Persistent link: https://www.econbiz.de/10010437770

From late to MTE : alternative methods for the evaluation of policy interventions

Cornelißen, Thomas; Dustmann, Christian; Raute, Anna; … - 2016

Persistent link: https://www.econbiz.de/10011499992

Causality in structural vector autoregressions : science or sorcery?

Ghanem, Dalia; Smith, Aaron D. - In: American journal of agricultural economics 104 (2022) 3, pp. 881-904

Persistent link: https://www.econbiz.de/10013193363

On heckits, LATE, and numerical equivalence

Kline, Patrick; Walters, Christopher R. - 2018

Structural econometric methods are often criticized for being sensitive to functional form assumptions. We study parametric estimators of the local average treatment effect (LATE) derived from a widely used class of latent threshold crossing models and show they yield LATE estimates...

Persistent link: https://www.econbiz.de/10011825221

Instrumental variables and causal mechanisms : unpacking the effect of trade on workers and voters

Dippel, Christian; Gold, Robert; Heblich, Stephan; … - 2017

This paper shows that import exposure affects voting behavior because it affects local labor markets. We develop a new framework for mediation analysis where one instrumental variable is sufficient to identify three causal effects. Using German data from 1987-2009, we find that import exposure...

Persistent link: https://www.econbiz.de/10011781026

Causal inference using mediation analysis or instrumental variables : full mediation in the absence of conditional independence

Otter, Thomas; Pachali, Max J.; Mayer, Stefan; … - In: Marketing : ZFP ; journal of research and management 40 (2018) 2, pp. 41-57

Persistent link: https://www.econbiz.de/10011873946

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