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Granger causality on horizontal sum of Boolean algebras

M. Bohdalová, M. Kalina, O. Nánásiová

arXiv 3 Oct 2018 · Econometrics

arXiv:1810.01654 · PDF · DOI · OpenAlex · Extracted main text

Abstract

The intention of this paper is to discuss the mathematical model of causality introduced by C.W.J. Granger in 1969. The Granger's model of causality has become well-known and often used in various econometric models describing causal systems, e.g., between commodity prices and exchange rates. Our paper presents a new mathematical model of causality between two measured objects. We have slightly modified the well-known Kolmogorovian probability model. In particular, we use the horizontal sum of set $\sigma$-algebras instead of their direct product.

Citation extraction

26
references
49
in-text mentions
26
distinct cited
2
self-citations
6,854
main-text words

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Most heavily cited references

The works this paper leans on most, across its whole bibliography — not restricted to papers in our corpus. Ranked by composite intensity, which combines how often a work is mentioned, how many sections mention it, and how much of that falls in the main text rather than the appendix.

ReferenceIntensityMentionsSectionsMain text
1Granger, C.W.J.: Investigating causal relations by econometric model… (1969)1.00075100%
2Nánásiová, O.: Principle conditioning. Int. J. Theor. Phys. 43 (2004)0.73732100%
3Nánásiová, O.: Map for simultanous measuremants for a quantum logic.… (2003)0.73732100%
4Nánásiová, O., Kalina, M.: Calculus for non-compatible observables,… (2015) self0.69351100%
5Nánásiová, O., Pulmannová, S.: S-maps and tracial states. Inf. Sci.… (2009)0.64422100%
6Hoover, K.D.: Causality in economics and econometrics. In: Steven N.… (2008) doi:10.1057/9780230226203.02090.58531100%
7Varadarajan, V.: Geometry of Quantum Theory, N. J., D. Van Nostrand,… (1968)0.58531100%
8Bohdalová, M., Kalina, M., Nánásiová, O.: Granger causality from a d… (2016) self0.51121100%
9Dvurecenskij, A., Pulmannová, S.: New Trends in Quantum Structures.… (2000)0.51121100%
10Granger, C.W.J.: Testing for causality. A personal viewpoint. Journa… (1980)0.51121100%

Showing the top 10 of 26 scored citations.