# Complex Systems and Time Series Analysis **Type:** Topics **Canonical URL:** https://scholariq.org/topics/complex-systems-and-time-series-analysis/ ## Facts | Field | Value | | --- | --- | | Description | This cluster of papers explores the application of complex systems and statistical physics concepts to understand and model financial markets. It covers topics such as multifractal analysis, agent-based modeling, power laws in wealth distribution, market correlations, and the impact of nonstationarity on time series data. | | Domain | Social Sciences | | Field | Economics, Econometrics and Finance | | OpenAlex ID | t11270 | | Works | 50 | ## Topic papers all Showing 15 of 50. - [PhysioBank, PhysioToolkit, and PhysioNet](https://scholariq.org/papers/physiobank-physiotoolkit-and-physionet/) - [Fractal dynamics in physiology: Alterations with disease and aging](https://scholariq.org/papers/fractal-dynamics-in-physiology-alterations-with-disease-and-aging/) - [An Introduction to Wavelets and Other Filtering Methods in Finance and Economics](https://scholariq.org/papers/an-introduction-to-wavelets-and-other-filtering-methods-in-finance-and-economics/) - [Long-range anticorrelations and non-Gaussian behavior of the heartbeat](https://scholariq.org/papers/long-range-anticorrelations-and-non-gaussian-behavior-of-the-heartbeat/) - [Detrended Fluctuation Analysis: A Scale-Free View on Neuronal Oscillations](https://scholariq.org/papers/detrended-fluctuation-analysis-a-scale-free-view-on-neuronal-oscillations/) - [From the bird's eye to the microscope: A survey of new stylized facts of the intra-daily foreign exchange markets](https://scholariq.org/papers/from-the-bird-s-eye-to-the-microscope-a-survey-of-new-stylized-facts-of-the/) - [Weighted-permutation entropy: A complexity measure for time series incorporating amplitude information](https://scholariq.org/papers/weighted-permutation-entropy-a-complexity-measure-for-time-series-incorporating/) - [Modeling Echo Chambers and Polarization Dynamics in Social Networks](https://scholariq.org/papers/modeling-echo-chambers-and-polarization-dynamics-in-social-networks/) - [Wavelet analysis of covariance with application to atmospheric time series](https://scholariq.org/papers/wavelet-analysis-of-covariance-with-application-to-atmospheric-time-series/) - [Long Memory Processes (1/fαType) in Human Coordination](https://scholariq.org/papers/long-memory-processes-mml-math-xmlns-mml-http-www-w3-org-1998-math-mathml/) - [Prediction of the price of Ethereum blockchain cryptocurrency in an industrial finance system](https://scholariq.org/papers/prediction-of-the-price-of-ethereum-blockchain-cryptocurrency-in-an-industrial/) - [Dynamic Time Warping Averaging of Time Series Allows Faster and More Accurate Classification](https://scholariq.org/papers/dynamic-time-warping-averaging-of-time-series-allows-faster-and-more-accurate/) - [Waiting time distributions in financial markets](https://scholariq.org/papers/waiting-time-distributions-in-financial-markets/) - [Scaling properties of foreign exchange volatility](https://scholariq.org/papers/scaling-properties-of-foreign-exchange-volatility/) - [Multi-attribute fuzzy time series method based on fuzzy clustering](https://scholariq.org/papers/multi-attribute-fuzzy-time-series-method-based-on-fuzzy-clustering/) ## Topic primary papers Showing 15 of 16. - [Fractal dynamics in physiology: Alterations with disease and aging](https://scholariq.org/papers/fractal-dynamics-in-physiology-alterations-with-disease-and-aging/) - [An Introduction to Wavelets and Other Filtering Methods in Finance and Economics](https://scholariq.org/papers/an-introduction-to-wavelets-and-other-filtering-methods-in-finance-and-economics/) - [From the bird's eye to the microscope: A survey of new stylized facts of the intra-daily foreign exchange markets](https://scholariq.org/papers/from-the-bird-s-eye-to-the-microscope-a-survey-of-new-stylized-facts-of-the/) - [Weighted-permutation entropy: A complexity measure for time series incorporating amplitude information](https://scholariq.org/papers/weighted-permutation-entropy-a-complexity-measure-for-time-series-incorporating/) - [Waiting time distributions in financial markets](https://scholariq.org/papers/waiting-time-distributions-in-financial-markets/) - [Scaling properties of foreign exchange volatility](https://scholariq.org/papers/scaling-properties-of-foreign-exchange-volatility/) - [A neural model of valuation and information virality](https://scholariq.org/papers/a-neural-model-of-valuation-and-information-virality/) - [Control loop performance assessment using detrended fluctuation analysis (DFA)](https://scholariq.org/papers/control-loop-performance-assessment-using-detrended-fluctuation-analysis-dfa/) - [A turning point prediction method of stock price based on RVFL-GMDH and chaotic time series analysis](https://scholariq.org/papers/a-turning-point-prediction-method-of-stock-price-based-on-rvfl-gmdh-and-chaotic/) - [Langevin processes, agent models and socio-economic systems](https://scholariq.org/papers/langevin-processes-agent-models-and-socio-economic-systems/) - [On the validity of a model for the reversals of the Earth's magnetic field](https://scholariq.org/papers/on-the-validity-of-a-model-for-the-reversals-of-the-earth-s-magnetic-field/) - [Symbolic analysis of indicator time series by quantitative sequence alignment](https://scholariq.org/papers/symbolic-analysis-of-indicator-time-series-by-quantitative-sequence-alignment/) - [The power-law distribution of cumulative coal production](https://scholariq.org/papers/the-power-law-distribution-of-cumulative-coal-production/) - [The Empirical Study on Stylized Facts in Brent Crude Oil Price System](https://scholariq.org/papers/the-empirical-study-on-stylized-facts-in-brent-crude-oil-price-system/) - [Strengths and limitations of Bayesian learning models in agent-based models](https://scholariq.org/papers/strengths-and-limitations-of-bayesian-learning-models-in-agent-based-models/) --- Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.