Some varieties of robustness
Top Cited Papers
- 1 June 2006
- journal article
- research article
- Published by Taylor & Francis Ltd in Journal of Economic Methodology
- Vol. 13 (2), 219-240
- https://doi.org/10.1080/13501780600733376
Abstract
It is widely believed that robustness (of inferences, measurements, models, phenomena and relationships discovered in empirical investigation etc.) is a Good Thing. However, there are many different notions of robustness. These often differ both in their normative credentials and in the conditions that warrant their deployment. Failure to distinguish among these notions can result in the uncritical transfer of considerations which support one notion to contexts in which another notion is being deployed. This paper surveys several different notions of robustness and tries to identify why (and in what circumstances) each is valuable or appealing. I begin by discussing the notion of robustness addressed in Aldrich's paper (robustness as insensitivity of the results of inference to alternative specifications) and then discuss how this relates to robustness of derivations, robustness of measurement results, and robustness as a mark of casual as opposed to (merely) correlational relationships.Keywords
This publication has 10 references indexed in Scilit:
- Newton's argument for universal gravitationPublished by Cambridge University Press (CUP) ,2007
- Truth and Robustness in Cross‐country Growth Regressions*Oxford Bulletin of Economics and Statistics, 2004
- Three attitudes towards data miningJournal of Economic Methodology, 2000
- A Theory of Fairness, Competition, and CooperationThe Quarterly Journal of Economics, 1999
- The New Growth EvidenceJournal of Economic Literature, 1999
- A Response to Orzack and Sober: Formal Analysis and the Fluidity of ScienceThe Quarterly Review of Biology, 1993
- A Critical Assessment of Levins's The Strategy of Model Building in Population Biology (1966)The Quarterly Review of Biology, 1993
- Replicability, Reproducibility, and Robustness: Comments on Harry CollinsHistory of Political Economy, 1991
- AUTONOMYOxford Economic Papers, 1989
- Philosophiae naturalis principia mathematicaPublished by Smithsonian Institution ,1687