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Spatial Regression of Crime×Mekansal Gecikme Modeli (SAR / Mekansal Otokorelatif)×
AlanCriminologyMekânsal analiz
AileRegression modelRegression model
Köken yılı19881988
KökenLuc AnselinAnselin (textbook formalisation); LeSage & Pace
TürRegression model for areal crime data with spatial dependenceSpatial autoregressive regression
Seminal kaynakAnselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic Publishers. ISBN: 9789024737352Anselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic. DOI ↗
Diğer adlarSpatial Lag Model of Crime, Spatial Error Model of Crime, Geographically Weighted Regression of Crime, Spatial Econometric Crime ModelsSAR model, spatial autoregressive model, spatial lag, Uzamsal Gecikme Modeli (SAR / Spatial Lag)
İlişkili45
ÖzetSpatial regression models explain crime rates across areal units — neighborhoods, census tracts, counties — while explicitly accounting for the fact that nearby places tend to have similar crime levels. Ordinary regression assumes each unit's residual is independent, an assumption crime data routinely violate, biasing standard errors and sometimes the coefficients themselves. Spatial econometric models, formalized in Luc Anselin's 1988 framework, introduce a spatial weights matrix and add a spatial lag of the outcome or a spatially correlated error so that the dependence between neighboring areas is modeled rather than ignored.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.
ScholarGateVeri seti
  1. v1
  2. 2 Kaynaklar
  3. PUBLISHED
  1. v1
  2. 2 Kaynaklar
  3. PUBLISHED

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