Chung, Sungyup (2025): The Retreat from Causality: Local Projections and Econometrics Without Economics.
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Abstract
This paper critically examines the local projections method introduced by Jordà (2005), questioning its validity in the absence of a well-defined causal framework. Although local projections have been widely adopted for their technical simplicity and perceived robustness, this study argues that such methods may obscure, rather than clarify, underlying causal mechanisms. At the heart of the critique is the method's neglect of the recursive and interdependent structure of the data-generating process, which results in logically inconsistent assumptions and potentially distorted forecasts.
Item Type: | MPRA Paper |
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Original Title: | The Retreat from Causality: Local Projections and Econometrics Without Economics |
Language: | English |
Keywords: | Local Projection, Causality, Econometrics |
Subjects: | A - General Economics and Teaching > A1 - General Economics > A11 - Role of Economics ; Role of Economists ; Market for Economists A - General Economics and Teaching > A1 - General Economics > A12 - Relation of Economics to Other Disciplines C - Mathematical and Quantitative Methods > C1 - Econometric and Statistical Methods and Methodology: General > C18 - Methodological Issues: General C - Mathematical and Quantitative Methods > C5 - Econometric Modeling > C50 - General |
Item ID: | 125198 |
Depositing User: | Dr. SUNGYUP CHUNG |
Date Deposited: | 07 Jul 2025 23:48 |
Last Modified: | 07 Jul 2025 23:48 |
References: | Gonçalves, Sílvia, et al. "When do state-dependent local projections work?" (2022). Herbst, Edward P., and Benjamin K. Johannsen. "Bias in local projections." Journal of Econometrics 240.1 (2024): 105655. Jordà, Òscar. "Estimation and inference of impulse responses by local projections." American Economic Review 95.1 (2005): 161-182. Kilian, Lutz, and Yun Jung Kim. "How reliable are local projections estimators of impulse responses?" Review of Economics and Statistics 93.4 (2011): 1460-1466. Meier, André. "How big is the bias in estimated impulse responses? A horse race between VAR and local projections methods." Manuscript, European University Institute (2005). Popper, Karl R. "Science as falsification." Conjectures and Refutations 1.1963 (1963): 33-39. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/125198 |