Fractional calculus and continuous-time finance
arXiv:cond-mat/0001120 · doi:10.1016/S0378-4371(00)00255-7
Abstract
In this paper we present a rather general phenomenological theory of tick-by-tick dynamics in financial markets. Many well-known aspects, such as the Lévy scaling form, follow as particular cases of the theory. The theory fully takes into account the non-Markovian and non-local character of financial time series. Predictions on the long-time behaviour of the waiting-time probability density are presented. Finally, a general scaling form is given, based on the solution of the fractional diffusion equation.
11 pages, no figures, LaTeX2e, submitted to Physica A
Cited by in corpus (107)
- The fundamental solution of the space-time fractional diffusion equation
- Waiting-times and returns in high-frequency financial data: an empirical study
- Fractional calculus and continuous-time finance II: the waiting-time distribution
- Multifractal analysis of financial markets
- Uncoupled continuous-time random walks: Solution and limiting behavior of the master equation
- Coupled continuous time random walks in finance
- Monte Carlo simulation of uncoupled continuous-time random walks yielding a stochastic solution of the space-time fractional diffusion equation
- Continuous time random walk and parametric subordination in fractional diffusion
- Common Scaling Patterns in Intertrade Times of U. S. Stocks
- Compact Finite Difference Approximations for Space Fractional Diffusion Equations
- Logistic map with memory from economic model
- The Continuous Time Random Walk, still trendy: Fifty-year history, state of art, and outlook
- Hitting Time Distributions in Financial Markets
- Markov Processes, Hurst Exponents, and Nonlinear Diffusion Equations with application to finance
- Concept of dynamic memory in economics
- Mean Escape Time in a System with Stochastic Volatility
- Lyapunov functions for fractional-order systems in biology: methods and applications
- Correlated continuous time random walks
- Direct transcription methods based on fractional integral approximation formulas for solving nonlinear fractional optimal control problems
- Economic interpretation of fractional derivatives
- Non-Markovian diffusion equations and processes: analysis and simulations
- Response to Worrying Trends in Econophysics
- Hurst Exponents, Markov Processes, and Fractional Brownian motion
- On subdiffusive continuous time random walks with stochastic resetting
- Hidden chaotic attractors in fractional-order systems
- Scaling in the distribution of intertrade durations of Chinese stocks
- The continuous time random walk formalism in financial markets
- Waiting times between orders and trades in double-auction markets
- Generalised geometric Brownian motion: Theory and applications to option pricing
- Semi-Markov approach to continuous time random walk limit processes
- Detrended fluctuation analysis of intertrade durations
- A foundational approach to the Lie theory for fractional order partial differential equations
- SDEs driven by a time-changed Lévy process and their associated time-fractional order pseudo-differential equations
- A fractional generalization of the Poisson processes
- Power law for the calm-time interval of price changes
- Complexity analysis of the stock market
- Numerical solution of fractional Sturm-Liouville equation in integral form
- The distribution of first-passage times and durations in FOREX and future markets
- Scaling and data collapse for the mean exit time of asset prices
- Short note on the emergence of fractional kinetics
- Survival probability of an immobile target in a sea of evanescent diffusive or subdiffusive traps: a fractional equation approach
- Non-independent continuous time random walks
- Stability analysis and optimal control of a fractional HIV-AIDS epidemic model with memory and general incidence rate
- Mixtures of compound Poisson processes as models of tick-by-tick financial data
- Multifractal cross-correlations of bitcoin and ether trading characteristics in the post-COVID-19 time
- High-order numerical methods for the Riesz space fractional advection-dispersion equations
- Preconditioned iterative methods for space-time fractional advection-diffusion equations
- Fractional Dynamics of Natural Growth and Memory Effect in Economics
- Dynamic intersectoral models with power-law memory
- Ornstein-Uhlenbeck process and generalizations: particle's dynamics under comb constraints and stochastic resetting
- Should I stay or should I go? Zero-size jumps in random walks for Lévy flights
- Herd Behaviors in the Stock and Foreign Exchange Markets
- Anomalous dynamical scaling determines universal critical singularities
- Economic Accelerator with Memory: Discrete Time Approach
- Segmentation algorithm for non-stationary compound Poisson processes
- The CTRW in finance: Direct and inverse problems with some generalizations and extensions
- Fractional Non-Linear, Linear and Sublinear Death Processes
- Control of a Novel Chaotic Fractional Order System Using a State Feedback Technique
- An unstructured mesh control volume method for two-dimensional space fractional diffusion equations with variable coefficients on convex domains
- Anomalous diffusion originated by two Markovian hopping-trap mechanisms
- Black-Scholes model under subordination
- A contour method for time-fractional PDEs and an application to fractional viscoelastic beam equations
- Continuous Time Random Walk in a velocity field: Role of domain growth, Galilei-invariant advection-diffusion, and kinetics of particle mixing
- On the fractional Poisson process and the discretized stable subordinator
- Fractional equations via convergence of forms
- Mean Exit Time and Survival Probability within the CTRW Formalism
- Hysteresis of economic networks in an XY model
- The Mittag-Leffler Fitting of the Phillips Curve
- Efficient numerical solution of the time fractional diffusion equation by mapping from its Brownian counterpart
- Scaling and memory in the non-poisson process of limit order cancelation
- Space-time fractional diffusion equations and asymptotic behaviors of a coupled continuous time random walk model
- Renewal equations for option pricing
- Empirical properties of inter-cancellation durations in the Chinese stock market
- Green's function estimates for time fractional evolution equations
- Growth and Allocation of Resources in Economics: The Agent-Based Approach
- Limiting distributions of continuous-time random walks with superheavy-tailed waiting times
- Aging in Financial Market
- Physics of Econophysics
- Fractional Diffusion Processes: Probability Distributions and Continuous Time Random Walk
- Parrondo-like behavior in continuous-time random walks with memory
- Numerical simulation for fractional Jaulent-Miodek equation associated with energy-dependent Schrodinger potential using two novel techniques
- Modeling of waiting times and price changes in currency exchange data
- Universal superdiffusive modes in charged two dimensional liquids
- Role of Intensive and Extensive Variables in a Soup of Firms in Economy to Address Long Run Prices and Aggregate Data
- Numerical solution using radial basis functions for multidimensional fractional partial differential equations of type Black-Scholes
- Time and foreign exchange markets
- Directed Continuous-Time Random Walk with memory
- Reconstruction of the time-dependent source term in a stochastic fractional diffusion equation
- Properties of low variability periods in financial time series
- Some Results on the Solutions of Caputo Fractional Linear Time-Invariant Systems of any order with Internal Point Delays
- Martingales, Detrending Data, and the Efficient Market Hypothesis
- On non-markovian nature of stock trading
- Regularization operators for identifying the unknown source in the time-fractional convection-diffusion-reaction equation
- First-return time in fractional kinetics
- Analysis of inter-transaction time fluctuations in the cryptocurrency market
- Modeling non-stationarities in high-frequency financial time series
- General matrix transform method for the Riesz space fractional advection-dispersion equations
- Variational time-fractional Mean Field Games
- Stability and convergence analysis of a class of continuous piecewise polynomial approximations for time fractional differential equations
- Anomalous fluctuations of renewal-reward processes with heavy-tailed distributions
- Survival probability of random walks leaping over traps
- A Directed Continuous Time Random Walk Model with Jump Length Depending on Waiting Time
- Analogue of the Tricomi problem for the mixed-type equation with fractional derivative. Inverse problems
- Some recent advances in theory and simulation of fractional diffusion processes
- Multiplicative Component GARCH Model of Intraday Volatility
- Occupation Times for Time-changed Processes with Applications to Parisian Options
- A scale-dependent finite difference method for time fractional derivative relaxation type equations