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Mitte lineaarne autoregressiivne (NAR) mudel×Mitte-lineaarne vektor-vigadekorrektsioonimudel (mitte-lineaarne VECM)×
ValdkondÖkonomeetriaÖkonomeetria
PerekondRegression modelRegression model
Tekkeaasta1978-19901989–1998
LoojaTong, H. (threshold AR); Terasvirta, T. (STAR variant)Granger & Lee (1989); Enders & Granger (1998)
TüüpNonlinear time series modelNonlinear time-series model
AlgallikasTong, H. (1990). Non-Linear Time Series: A Dynamical System Approach. Oxford University Press. ISBN: 9780198522201Enders, W., & Granger, C. W. J. (1998). Unit-root tests and asymmetric adjustment with an example using the term structure of interest rates. Journal of Business & Economic Statistics, 16(3), 304–311. DOI ↗
RööpnimetusedNAR model, nonlinear autoregression, NLAR, threshold autoregressive modelnonlinear VECM, NVECM, threshold VECM, asymmetric VECM
Seotud62
KokkuvõteThe 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 Nonlinear VECM extends the standard linear VECM by allowing the speed of adjustment toward long-run equilibrium to differ depending on the sign, magnitude, or regime of deviations from that equilibrium. It captures asymmetric or threshold-driven dynamics in cointegrated time-series systems that a standard VECM would miss.
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ScholarGateVõrdle meetodeid: Nonlinear AR Model · Nonlinear VECM. Loetud 2026-06-17 aadressilt https://scholargate.app/et/compare