Abstract
In this paper, we describe an application of the fractional calculus to factor analysis of dynamic systems in economy. Basic concepts and methods that allow us to take into account the effects of memory and nonlocality in deterministic factor analysis are suggested. These methods give a quantitative description of the influence of individual factors on the change of the effective economic indicator. We suggested two methods of fractional integro-differentiation of non-integer order for the deterministic factor analysis of economic processes. It has been shown that these methods, which are based on the integro-differentiation of non-integer order, can give more accurate results than the standard methods of factor analysis, which are based on differentiation and integration of integer orders.
Keywords
- Factor analysis
- Differential calculus method
- Integral method
- The processes of memory
- Fractional derivative
- Fractional integration
Mathematics Subject Classification:
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Tarasova, V.V., Tarasov, V.E. (2018). Fractional Deterministic Factor Analysis of Economic Processes with Memory and Nonlocality. In: Edelman, M., Macau, E., Sanjuan, M. (eds) Chaotic, Fractional, and Complex Dynamics: New Insights and Perspectives. Understanding Complex Systems. Springer, Cham. https://doi.org/10.1007/978-3-319-68109-2_9
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DOI: https://doi.org/10.1007/978-3-319-68109-2_9
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