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Spatial Marginal Structural Model/Bevis
Metodebevisregistrering

Spatial Marginal Structural Model

The Spatial Marginal Structural Model (Spatial MSM) extends the classical marginal structural model to settings where units are geographically distributed and spatial dependencies — such as neighborhood spillovers, clustering, and spatial confounding — may bias causal estimates. It estimates causal effects of spatially varying exposures by constructing inverse probability weights that account for both individual covariates and spatial location, then fitting a weighted outcome model in the resulting pseudo-population.

Sources recorded, not reviewed

Kilderegistrering

Citater kopieret ordret fra metodens kilderegistrering. Ingen påstandsniveauverifikation er udledt heraf.

Spatial Marginal Structural Model with Inverse Probability Weighting
Taksonomisk metoderegistrering · regression-model / causal-inference
  • Robins, J. M., Hernan, M. A., & Brumback, B. (2000). Marginal structural models and causal inference in epidemiology. Epidemiology, 11(5), 550-560. · DOI 10.1097/00001648-200009000-00011
  • Schnell, P. M., & Papadogeorgou, G. (2020). Mitigating unobserved spatial confounding when estimating the effect of supermarket access on cardiovascular disease deaths. Annals of Applied Statistics, 14(2), 793-816. · DOI 10.1214/20-aoas1377
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Relaterede metoder

Genereret fra metodegrafen og vist som maskinelt foreslåede relationer — ingen bevispåstand er udledt.

Same method familyInverse Probability Weightingmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketMarginal Structural Modelmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketPropensity Score Weightingmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSpatial Doubly Robust Estimationmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSpatial Instrumental Variablesmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSpatial Propensity Score Matchingmachine-suggested · Relational suggestion, not evidence.

Bevisstatus

Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

Kilder

2 registrerede citater, kopieret fra metodens kilderegistrering.

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