Model-based and empirical analyses of stochastic fluctuations in economy and finance

The objective of this thesis is the investigation of complexity, asymmetry, stochasticity and non-linearity of the financial and economic systems by using the tools of statistical mechanics and information theory. More precisely, this thesis concerns statistical-based modeling and empirical analyses with applications in finance, forecasting, production processes and game theory. In these areas the time dependence of probability distributions is of prime interest and can be “measured” or exactly calculated for model systems.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-08-29
DOI
https://doi.org/10.5281/zenodo.13513564
Primary Topic
Complex Systems and Time Series Analysis
Type
article
Field-Weighted Citation Impact
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article

Model-based and empirical analyses of stochastic fluctuations in economy and finance

Zenodo (CERN European Organization for Nuclear Research)
Complex Systems and Time Series Analysis
article

Model-based and empirical analyses of stochastic fluctuations in economy and finance

article en

Abstract

The objective of this thesis is the investigation of complexity, asymmetry, stochasticity and non-linearity of the financial and economic systems by using the tools of statistical mechanics and information theory. More precisely, this thesis concerns statistical-based modeling and empirical analyses with applications in finance, forecasting, production processes and game theory. In these areas the time dependence of probability distributions is of prime interest and can be “measured” or exactly calculated for model systems.

Zenodo (CERN European Organization for Nuclear Research)
Decent work and economic growth
Openalex Percentile: Top 58%
Complex Systems and Time Series Analysis
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Model-based and empirical analyses of stochastic fluctuations in economy and finance · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS