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Regression modelEconometrics / time series

OLS yenye Vigezo Vinavyobadilika kwa Wakati (TVP-OLS)

OLS yenye Vigezo Vinavyobadilika kwa Wakati (TVP-OLS) inapanua mbinu za kawaida za mraba mdogo (ordinary least squares) ili kuruhusu mgawo wa kurudi nyuma (regression coefficients) kubadilika kwa wakati. Badala ya kudhania miteremko (slopes) isiyobadilika katika sampuli nzima, mfumo huona kila mgawo kama mchakato wa stochastic, ukifuatilia jinsi mahusiano ya kiuchumi yanavyoendelea — jambo linaloufanya uwe unafaa kwa kuchambua mabadiliko ya kimuundo katika data za mfululizo wa muda.

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Vyanzo

  1. Cooley, T. F., & Prescott, E. C. (1976). Estimation in the Presence of Stochastic Parameter Variation. Econometrica, 44(1), 167–184. DOI: 10.2307/1911389
  2. Harvey, A. C. (1990). Forecasting, Structural Time Series Models and the Kalman Filter. Cambridge University Press. ISBN: 978-0521405737

Jinsi ya kunukuu ukurasa huu

ScholarGate. (2026, June 3). Time-Varying Parameter Ordinary Least Squares. ScholarGate. https://scholargate.app/sw/econometrics/time-varying-parameter-ols

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Imerejelewa na

ScholarGateTime-varying parameter OLS (Time-Varying Parameter Ordinary Least Squares). Imepatikana 2026-06-15 kutoka https://scholargate.app/sw/econometrics/time-varying-parameter-ols · Seti ya data: https://doi.org/10.5281/zenodo.20539026