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Bekijk de geselecteerde methoden naast elkaar; rijen die verschillen zijn gemarkeerd.

Niet-lineair Autoregressief (NAR) Model×Structurele Breuk AR Model×
VakgebiedEconometrieEconometrie
FamilieRegression modelRegression model
Jaar van ontstaan1978-19901989-2003
GrondleggerTong, H. (threshold AR); Terasvirta, T. (STAR variant)Perron (1989); Bai & Perron (1998, 2003)
TypeNonlinear time series modelTime-series model with structural change
Oorspronkelijke bronTong, H. (1990). Non-Linear Time Series: A Dynamical System Approach. Oxford University Press. ISBN: 9780198522201Bai, J., & Perron, P. (2003). Computation and analysis of multiple structural change models. Journal of Applied Econometrics, 18(1), 1-22. DOI ↗
AliassenNAR model, nonlinear autoregression, NLAR, threshold autoregressive modelAR model with structural change, breakpoint AR model, piecewise autoregressive model, AR model with regime shifts
Verwant66
SamenvattingThe Nonlinear AR model extends the classical autoregressive framework by allowing the mapping from past values to the current value to follow an arbitrary or regime-switching nonlinear function. Major families include the Self-Exciting Threshold AR (SETAR), Smooth Transition AR (STAR), and neural network AR, each capturing different forms of asymmetry, regime shifts, or smooth nonlinear dynamics in univariate time series.The structural break AR model extends the standard autoregressive framework by allowing the intercept and autoregressive coefficients to shift at one or more unknown break dates. Each regime between consecutive break points is governed by its own AR parameters, capturing abrupt changes in the dynamics of a time series caused by crises, policy shifts, or other shocks.
ScholarGateGegevensset
  1. v1
  2. 2 Bronnen
  3. PUBLISHED
  1. v1
  2. 2 Bronnen
  3. PUBLISHED

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ScholarGateMethoden vergelijken: Nonlinear AR Model · Structural Break AR Model. Geraadpleegd op 2026-06-17 via https://scholargate.app/nl/compare