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ইমপালস রেসপন্স ফাংশন (IRF)×পূর্বাভাস ত্রুটি ভেদাঙ্ক বিভাজন (FEVD)×ভেক্টর অটো রিগ্রেশন (VAR) মডেল×
ক্ষেত্রঅর্থমিতিঅর্থমিতিঅর্থমিতি
পরিবারRegression modelRegression modelRegression model
উদ্ভবের বছর200520052005
প্রবর্তকHelmut LütkepohlHelmut LütkepohlLütkepohl (textbook treatment); Sims (1980) macroeconometric tradition
ধরনPost-estimation diagnosticMultivariate time series analysis toolMultivariate time-series model
মৌলিক উৎসLütkepohl, H. (2005). New Introduction to Multiple Time Series Analysis. Springer. ISBN: 978-3-540-40172-8Lütkepohl, H. (2005). New Introduction to Multiple Time Series Analysis. Springer. ISBN: 978-3-540-40172-8Lütkepohl, H. (2005). New Introduction to Multiple Time Series Analysis. Springer. DOI ↗
অপর নামIRF, Dynamic Multiplier, Shock Response Function, Etki Tepki FonksiyonuVariance Decomposition, Error Variance Decomposition, VD Analysis, Varyans Ayrıştırmasıvector autoregression, VAR, VAR Modeli (Vektör Otoregresyon), vektör otoregresyon
সম্পর্কিত334
সারসংক্ষেপThe Impulse Response Function (IRF) traces the dynamic response of each variable in a Vector Autoregression (VAR) system to a one-unit shock in one of its error terms over a user-specified forecast horizon. It is the primary tool for structural analysis following VAR estimation and is widely used in macroeconomics, monetary economics, and finance to quantify how shocks propagate through interconnected time series systems.Forecast Error Variance Decomposition (FEVD) is a multivariate time series technique used within Vector Autoregression (VAR) frameworks to quantify what proportion of the forecast error variance of each variable is attributable to shocks from every other variable in the system. It is widely used by econometricians, macroeconomists, and financial researchers to assess the relative importance of different structural disturbances in driving short-run and long-run fluctuations across interconnected economic series.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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ScholarGateপদ্ধতির তুলনা করুন: Impulse Response Function · FEVD · VAR Model. 2026-06-17 তারিখে সংগৃহীত, উৎস: https://scholargate.app/bn/compare