ScholarGate
Assistent

Compara mètodes

Revisa els mètodes seleccionats l'un al costat de l'altre; les files que difereixen es ressalten.

Anàlisi de sensibilitat espacial per a la causalitat×Model de Lag Espacial (SAR / Autoregressiu Espacial)×
CampInferència causalAnàlisi espacial
FamíliaRegression modelRegression model
Any d'origen1988–2021 (developed progressively)1988
Autor originalAnselin (1988) for spatial diagnostics; Reich et al. (2021) for spatial causal frameworksAnselin (textbook formalisation); LeSage & Pace
TipusSensitivity / robustness analysisSpatial autoregressive regression
Font seminalAnselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic Publishers, Dordrecht. ISBN: 978-9024737322Anselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic. DOI ↗
Àliesspatial causal sensitivity, spatial robustness checks, SSAC, spatial confounding sensitivitySAR model, spatial autoregressive model, spatial lag, Uzamsal Gecikme Modeli (SAR / Spatial Lag)
Relacionats65
ResumSpatial sensitivity analysis for causality systematically tests whether a causal estimate derived from georeferenced data holds up as spatial structure, spillovers, and the choice of spatial weights matrix are varied. Because nearby units often share unmeasured confounders — soil quality, local infrastructure, neighbourhood norms — a naive regression may yield biased causal estimates. This method reveals how fragile or robust a claimed causal effect is to alternative spatial specifications.The Spatial Lag Model is an autoregressive regression that assumes spatial dependence in the dependent variable itself: the outcome values of neighbouring units enter the model as an explanatory term (ρWy). It was formalised in Anselin's Spatial Econometrics (1988) and developed further by LeSage and Pace (2009), and it decomposes spillover effects into direct, indirect, and total impacts.
ScholarGateConjunt de dades
  1. v1
  2. 2 Fonts
  3. PUBLISHED
  1. v1
  2. 2 Fonts
  3. PUBLISHED

Ves a la cerca Baixa les diapositives

ScholarGateCompara mètodes: Spatial Sensitivity Analysis for Causality · Spatial Lag Model. Recuperat el 2026-06-15 de https://scholargate.app/ca/compare