Robust estimation of stationary continuous‐time arma models via indirect inference
DOI10.1111/jtsa.12526zbMath1453.62394arXiv1804.00849OpenAlexW3022299804MaRDI QIDQ5135315
Vicky Fasen-Hartmann, Sebastian Kimmig
Publication date: 20 November 2020
Published in: Journal of Time Series Analysis (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1804.00849
robustnessresistanceoutlierCARMA processindirect estimatorLS-estimatorAR processinfluence functionalGM-estimator
Processes with independent increments; Lévy processes (60G51) Asymptotic properties of parametric estimators (62F12) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Point estimation (62F10) Robustness and adaptive procedures (parametric inference) (62F35) Stationary stochastic processes (60G10)
Related Items
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Frequency domain estimation of temporally aggregated Gaussian cointegrated systems
- Estimation of continuous-time stochastic volatility models with jumps using high-frequency data
- Recent results in the theory and applications of CARMA processes
- Bias in estimating multivariate and univariate diffusions
- Indirect inference for dynamic panel models
- Estimating integrated higher-order continuous time autoregressions with an application to money-income causality
- Multivariate CARMA processes
- Robust estimation for ARMA models
- Infinitesimal robustness for autoregressive processes
- Influence functionals for time series (with discussion)
- Qualitative robustness for stochastic processes
- Continuous time autoregressive models with common stochastic trends
- Time series: theory and methods.
- Robust simulation-based estimation
- Continuous time ARMA processes: discrete time representation and likelihood evaluation
- Quasi maximum likelihood estimation for strongly mixing state space models and multivariate Lévy-driven CARMA processes
- Existence and uniqueness of stationary Lévy-driven CARMA processes
- Quasi-maximum likelihood estimation for cointegrated continuous-time linear state space models observed at low frequencies
- An overview of important practical aspects of continuous-time ARMA system identification
- Robust Estimation in Vector Autoregressive Moving-Average Models
- The Breakdown Point of Simultaneous General M Estimates of Regression and Scale
- Maximum Likelihood and Gaussian Estimation of Continuous Time Models in Finance
- Asymptotic behavior of general M-estimates for regression and scale with random carriers
- General M-estimates for contaminated p th-order autoregressive processes: Consistency and asymptotic normality
- The Influence Curve and Its Role in Robust Estimation
- Robust Estimation of the First-Order Autoregressive Parameter
- Comprehensive Definitions of Breakdown Points for Independent and Dependent Observations
- Gaussian Estimation of Structural Parameters in Higher Order Continuous Time Dynamic Models
- THE CARMA INTEREST RATE MODEL
- Indirect inference in spatial autoregression
- Indirect Inference for Lévy‐driven continuous‐time GARCH models
- Robust Multivariate Analysis
- Estimation for Non-Negative Lévy-Driven CARMA Processes
- A General Qualitative Definition of Robustness
- Some Limit Theorems for Stationary Processes
- Simulation-based Inference in Econometrics
- Robust Statistics
- Lévy-driven CARMA processes
- Estimating stochastic volatility models through indirect inference