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Bayes' telpiskais panelis modelis×Telpiskais Durbina modelis (SDM)×
NozareTelpiskā analīzeTelpiskā analīze
SaimeRegression modelRegression model
Izcelsmes gads2009–20142009
AutorsLeSage & Pace; ElhorstLeSage & Pace
TipsBayesian spatial panel regressionSpatial regression model
PirmavotsLeSage, J. P., & Pace, R. K. (2009). Introduction to Spatial Econometrics. CRC Press / Taylor & Francis. ISBN: 978-1420064247LeSage, J. & Pace, R. K. (2009). Introduction to Spatial Econometrics. CRC Press. DOI ↗
Citi nosaukumiBayesian spatial panel, Bayesian spatial econometrics panel, BSPM, Bayesian panel spatial regressionSDM, spatial mixed model, uzamsal durbin modeli
Saistītās55
KopsavilkumsThe Bayesian Spatial Panel Model estimates spatial interaction effects (spatial lag, spatial error, or Durbin) in panel data using Bayesian inference via Markov Chain Monte Carlo (MCMC). It combines the ability to control for unobserved unit- and time-specific heterogeneity with principled uncertainty quantification, making it suitable for georeferenced longitudinal datasets in economics, public health, and regional science.The Spatial Durbin Model is a general spatial regression model that includes a spatial lag of both the dependent variable (ρWy) and the explanatory variables (WXθ). Introduced as the recommended starting point by LeSage and Pace (2009), it nests the spatial autoregressive (SAR) and spatial error (SEM) models as special cases.
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ScholarGateSalīdzināt metodes: Bayesian Spatial Panel Model · Spatial Durbin Model. Izgūts 2026-06-15 no https://scholargate.app/lv/compare