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फूरियर स्ट्रक्चरल वेक्टर ऑटोरिग्रेसन (फूरियर SVAR) मॉडल×वेक्टर ऑटोरिग्रेशन (VAR) मॉडल×
क्षेत्रअर्थमितिअर्थमिति
परिवारRegression modelRegression model
उद्भव वर्ष2010s2005
प्रवर्तकExtension of Sims (1980) SVAR framework with Fourier-series smoothing, developed across multiple authors in 2010sLütkepohl (textbook treatment); Sims (1980) macroeconometric tradition
प्रकारStructural time-series modelMultivariate time-series model
मौलिक स्रोतEnders, W., & Lee, J. (2012). A unit root test using a Fourier series to approximate smooth breaks. Oxford Bulletin of Economics and Statistics, 74(4), 574-599. DOI ↗Lütkepohl, H. (2005). New Introduction to Multiple Time Series Analysis. Springer. DOI ↗
उपनामFourier SVAR, Fourier structural VAR, Fourier-approximation SVAR, frequency-domain SVARvector autoregression, VAR, VAR Modeli (Vektör Otoregresyon), vektör otoregresyon
संबंधित34
सारांशThe Fourier SVAR model integrates Fourier series approximations into the structural VAR framework, allowing the model to capture smooth, gradual structural breaks and time-varying dynamics in multivariate time series without requiring a priori knowledge of break dates. It recovers structural shocks and their propagation effects while remaining robust to low-frequency parameter drift.Vector Autoregression is a multivariate time-series model that treats several interdependent series symmetrically, letting each variable depend on its own past values and the past values of all the others. It is the standard tool for capturing mutual causality and joint dynamics, developed in the modern multiple-time-series tradition treated by Lütkepohl (2005).
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