The modified Yule-Walker method for \(\alpha\)-stable time series models
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Publication:1620393
DOI10.1016/J.PHYSA.2016.11.037zbMath1400.62185OpenAlexW2556994975MaRDI QIDQ1620393
Agnieszka Wyłomańska, Piotr Kruczek, Marek Teuerle, Janusz Gajda
Publication date: 13 November 2018
Published in: Physica A (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.physa.2016.11.037
Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Non-Markovian processes: estimation (62M09) Stable stochastic processes (60G52)
Related Items (7)
The maximum likelihood method for Student's t-distributed autoregressive model with infinite variance ⋮ The modified Yule-Walker method for multidimensional infinite-variance periodic autoregressive model of order 1 ⋮ Forecasting of symmetric \(\alpha\)-stable autoregressive models by time series approach supported by artificial neural networks ⋮ Spatio‐Temporal Dependence Measures for Bivariate AR(1) Models with α‐Stable Noise ⋮ Autoregressive model with double Pareto distributed noise ⋮ Measures of Cross‐Dependence for Bidimensional Periodic AR(1) Model with α‐Stable Distribution ⋮ Estimation of the parameters of symmetric stable ARMA and ARMA–GARCH models
Uses Software
Cites Work
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- The method of simulated quantiles
- Estimation for multivariate stable distributions with generalized empirical likelihood
- Approximation of multidimensional stable densities
- Correlation cascades, ergodic properties and long memory of infinitely divisible processes
- Testing for independence in heavy-tailed time series using the codifference function
- Ergodic properties of stationary stable processes
- An approach to modeling seasonally stationary time series
- Correlation theory of stationary and related random functions. Volume I: Basic results
- Estimating the spectral measure of a multivariate stable distribution via spherical harmonic analysis.
- Estimation of stable spectral measures
- Codifference as a practical tool to measure interdependence
- On estimating the tail index and the spectral measure of multivariate \(\alpha\)-stable distributions
- Asymptotic properties and numerical simulation of multidimensional Lévy walks
- The Econometric Analysis of Seasonal Time Series
- Multidimensional Lévy walk and its scaling limits
- Regression-Type Estimation of the Parameters of Stable Laws
- Characterization of cyclostationary random signal processes
- DIAGNOSTIC CHECKING OF PERIODIC AUTOREGRESSION MODELS WITH APPLICATION
- Introduction to Time Series and Forecasting
- Long-Memory Processes
- Order identification for Gaussian moving averages using the codifference function
- Periodically Correlated Random Sequences
- Measures of Dependence for Stable AR(1) Models with Time-Varying Coefficients
- A method for fitting stable autoregressive models using the autocovariation function
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