Regression modelEconometrics / time series
Time-Varying Parameter ADF Unit Root Test
The time-varying parameter ADF (TVP-ADF) test extends the classical Augmented Dickey-Fuller framework by allowing the autoregressive coefficient to evolve over time. Rather than assuming a single fixed unit-root parameter throughout the sample, it models the persistence of a series as a stochastic process, making it sensitive to gradual or episodic changes in stationarity that a standard ADF test would miss.
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Sources
- Dickey, D. A., & Fuller, W. A. (1979). Distribution of the estimators for autoregressive time series with a unit root. Journal of the American Statistical Association, 74(366), 427–431. DOI: 10.2307/2286348 ↗
- Hall, S. G., Psaradakis, Z., & Sola, M. (1997). Cointegration and changes in regime: The Japanese consumption function. Journal of Applied Econometrics, 12(2), 151–168. DOI: 10.1002/(SICI)1099-1255(199703)12:2<151::AID-JAE436>3.0.CO;2-N ↗