Epistemology_of_finance

Epistemology of finance

Epistemology of finance

Study of mathematical models in finance

Epistemology of finance is a broad field of study that aims at providing a conceptual framework(s) for the interpretation of mathematical models in finance as well as the study of their possible limitations, in order to determine the epistemological standards according to which financial theory should be assessed against any associated empirical reality.[1][2] A key problem is to what extent the combination of self-reference and adaption (reflexivity) undermine the stability, uniqueness, and usefulness of predictive models in finance and economics.

Within applied financial disciplines (which subsume financial economics, quantitative, and statistical finance) a single common assumption is pervasive; namely, that capital markets, being social systems, adhere sufficiently to epistemic norms. It has been argued that the use of incorrect epistemological assumptions is pervasive in financial economics and economics.[3] These assumed epistemic norms carry with them a priori the necessity of unique, well-defined causal chains that can be meaningfully extracted from data.[4] Both heterodox and mainstream economics retain the view that causality remains relevant as a formalism and that models remain sufficiently stable and unique (including under self-reference) and for this reason typically characterize empirical finance as science.[5][6]

The alternative 'reflexive' view dates back to the 'Oedipus effect' of Popper, in control theory as the study of second-order cybernetics and also features in economics with Kauffman's Eigenform of markets.[7][8][9] MacKenzie noted that the study of economics does more than simply describe, but rather shapes and changes the conditions of the economy, and society more broadly.[10][11] George Soros is one of the most ardent supporters of the reflexivity paradigm.[12] That the implications of reflexivity have yet to be adequately assimilated in policy intervention, financial regulation or investments could, in part, explain why financial crises are often inherent and unavoidable within a positive framing of economics.[4]

Subjects covered include the study of complexity and complexity theory, financial crisis as well as the epistemology of financial reporting.[13][14]

It is closely related to philosophy and economics, financial market efficiency, rational expectation theory and the study of causality.

See also

References

  1. [1]
    Xavier De Scheemaekere (2009). "The epistemology of modern finance". The Journal of Philosophical Economics. pp. 99–120.
  2. [2]
    Lehmann-Waffenschmidt, Marco; Sandri, Serena (2007). Recursivity and Self-Referentiality of Economic Theories and Their Implications for Bounded Rational Actors (Report). Dresden Discussion Paper Series in Economics.
  3. [3]
    Lawson, Tony (2013). "Soros' Theory of Reflexivity: a critical comment". Revue de philosophie économique. 14 (1): 29–48. doi:10.3917/rpec.141.0029. ISSN 1376-0971.
  4. [4]
    Polakow, Daniel A.; Gebbie, Tim; Flint, Emlyn (2023). "Epistemic Limits of Empirical Finance: Causal Reductionism and Self-Reference". SSRN Electronic Journal. arXiv:2311.16570. doi:10.2139/ssrn.4646664. ISSN 1556-5068.
  5. [5]
    Shaikh, Anwar (2013). "On the role of reflexivity in economic analysis". Journal of Economic Methodology. 20 (4): 439–445. doi:10.1080/1350178X.2013.859414. ISSN 1350-178X.
  6. [6]
    Lopez de Prado, Marcos (2015). "The Future of Empirical Finance". SSRN Electronic Journal. doi:10.2139/ssrn.2609734. ISSN 1556-5068.
  7. [7]
    Gardiner, Patrick; Popper, Karl R. (1959). "The Poverty of Historicism". The Philosophical Quarterly. 9 (35): 172. doi:10.2307/2216437.
  8. [8]
    Kauffman, Louis (2009). "Reflexivity and Eigenform: The Shape of Process" (PDF).
  9. [9]
    von Foerster, Heinz (2003), "On Constructing a Reality", Understanding Understanding, New York, NY: Springer New York, pp. 211–227, doi:10.1007/0-387-21722-3_8, ISBN 978-0-387-95392-2, retrieved 2024-04-03
  10. [10]
    MacKenzie, Donald (2006). An Engine, Not a Camera: How Financial Models Shape Markets. The MIT Press. doi:10.7551/mitpress/9780262134606.001.0001. ISBN 978-0-262-27880-5.
  11. [11]
    Klaes, Matthias (2009). "Do economists make markets? On the performativity of economics, edited by Donald MacKenzie, Fabian Muniesa, and Lucia Siu. Princeton University Press, 2007, 371 pages". Economics and Philosophy. 25 (3): 389–397. doi:10.1017/S0266267109990332. ISSN 0266-2671.
  12. [12]
    Soros, George (2013). "Fallibility, reflexivity, and the human uncertainty principle". Journal of Economic Methodology. 20 (4): 309–329. doi:10.1080/1350178X.2013.859415. ISSN 1350-178X.
  13. [13]
    Lipshaw, Jeffrey M. (2010). "The epistemology of financial crisis: complexity, causation, law and judgement" (PDF). Southern California Interdisciplinary Law Journal. 19. Southern California Interdisciplinary Law Journal: 299.
  14. [14]
    Napier, Christopher J. (2002). "Reflections of the epistemology of financial reporting". University of Southampton.

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