Work

Robustness analysis and tractability in modeling

Year: 2016
Type: article
Abstract: In the philosophy of science and epistemology literature, robustness analysis has become an umbrella term that refers to a variety of strategies. One of the main purposes of this paper is to argue that different strategies rely on different criteria for justifications. More specifically, I will claim that: i) robustness analysis differs from de-idealization even though the two concepts have often been conflated in the literature; ii) the comparison of different model frameworks requires different justifications than the comparison of models that differ only for the assumption under test; iii) the replacement of specific assumptions with different ones can encounter specific difficulties in scientific practice. These claims will be supported by a case study in population ecology and a case study in geographical economics.
Language: English
Open Access status: hybrid
Estimated APC paid: $2,190
OpenAlex ID: W2234287205
FWCI: 10.42
Cites: 59
Cited by: 24
Related to: 10