Rényi entropy and divergence for VARFIMA processes based on characteristic and impulse response functions
From MaRDI portal
Publication:2113076
DOI10.1016/J.CHAOS.2022.112268zbMath1504.94078OpenAlexW4281870456MaRDI QIDQ2113076
Publication date: 12 January 2023
Published in: Chaos, Solitons and Fractals (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.chaos.2022.112268
characteristic functiondifferential entropyimpulse response functionRényi divergenceRényi entropyVARFIMA processes
Detection theory in information and communication theory (94A13) Measures of information, entropy (94A17)
Related Items (4)
Information quantity evaluation of nonlinear time series processes and applications ⋮ Convergence analysis of a synchronous gradient estimation scheme for time-varying parameter systems ⋮ Generalized cyclic Jensen and information inequalities ⋮ Generalized autoregressive score models based on sinh-arcsinh distributions for time series analysis
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- A Mathematical Theory of Communication
- Rényi divergence measures for commonly used univariate continuous distributions
- Least squares based iterative parameter estimation algorithm for multivariable controlled ARMA system modelling with finite measurement data
- Modeling geodetic processes with Levy \(\alpha\)-stable distribution and FARIMA
- A multivariate preconditioned conjugate gradient approach for maximum likelihood estimation in vector long memory processes
- Time series: theory and methods.
- Rényi entropy and complexity measure for skew-Gaussian distributions and related families
- Identification and validation of stable ARFIMA processes with application to UMTS data
- Asymptotic form of the Kullback-Leibler divergence for multivariate asymmetric heavy-tailed distributions
- Chaotic systems with asymmetric heavy-tailed noise: application to 3D attractors
- Series form of the characteristic functions of scale mixtures of multivariate skew-normal distributions
- Statistical analysis of autoregressive fractionally integrated moving average models in R
- Fast Bayesian estimation for VARFIMA processes with stable errors
- Generalized impulse response analysis in a fractionally integrated vector autoregressive model
- Long- versus medium-run identification in fractionally integrated VAR models
- Long‐Memory Time Series
- Maximum likelihood estimation of stationary multivariate ARFIMA processes
- Fractional differencing
- AN INTRODUCTION TO LONG-MEMORY TIME SERIES MODELS AND FRACTIONAL DIFFERENCING
- A FAST FRACTIONAL DIFFERENCE ALGORITHM
- Elements of Information Theory
- On Information and Sufficiency
- Calculating and analyzing impulse responses for the vector ARFIMA model.
This page was built for publication: Rényi entropy and divergence for VARFIMA processes based on characteristic and impulse response functions