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I Just Ran Four Million Regressions
Open accessAbstract
In this paper I try to move away from the Extreme Bounds method of identifying" Instead of analyzing the" extreme bounds of the estimates of the coefficient of a particular variable distribution. My claim in this paper is that, if we do this, the picture emerging from the" empirical growth literature is not the pessimistic Robust" that we get with the" extreme bound analysis. Instead, we find that a substantial number of variables can be found" to be strongly related to growth.
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“Extreme bounds analysis (EBA) has been used in a wide variety of contexts to evaluate factors driving a number of political and economic outcomes”
From Correlates of Voter Turnout (2023) · cites this paper as Sala-i-Martin, 1997
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“To determine robust turnout predictors, we used the two most common EBA decision criteria proposed by Leamer (1983) and Sala-i-Martin (1997)”
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“Sala-i-Martin (1997) finds Leamer's standard to be overly restrictive in most cases”
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“Sala-i-Martin (1997) proposes to look at the entire distribution of coefficients and conclude a variable is robustly related to the outcome variable when a large percentage-say 90-95%-of the coefficient's distribution is either above or below zero.”
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Citations
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Flagged first, then by citations
Research works printed but not linked: 2
- Leamer, Edward E. (1983). "Let's take the con out of econometrics", American Economic Review, 73, 3, (March), 31-43
- Leamer, Edward E. (1985). "Sensitivity Analysis Would Help", American Economic Review, 75, 5, (June), 31-43
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Metadata
- Authors
- Sala-i-Martin, X.
- Venue
- National Bureau of Economic Research
- Publisher
- National Bureau of Economic Research
- Published
- 1997-11
- OpenAlex
- W1913804012
- Cited by
- 960
- References
- 12
- Citations by year
- 2026: 24 · 2025: 20 · 2024: 22 · 2023: 14 · 2022: 24 · 2021: 38 · 2020: 19 · 2019: 24 · 2018: 38 · 2017: 29 · 2016: 27 · 2015: 21 · 2014: 51 · 2013: 51 · 2012: 47
- Type
- report
- Language
- en
- Open access
- green
- doi.org
- Locations
- National Bureau of Economic Research (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Repositori digital de la UPF (Universitat Pompeu Fabra) (submittedVersion, cc-by-nc-nd)
- National Bureau of Economic Research (submittedVersion)
- RECERCAT (Consorci de Serveis Universitaris de Catalunya) (submittedVersion, cc-by-nc-nd)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Economic Growth and Productivity
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Economic Growth and Development
- Social Sciences › Economics, Econometrics and Finance › General Economics, Econometrics and Finance › Monetary Policy and Economic Impact
- Keywords
- economic growth determinants, growth regressions, growth determinants
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