ScholarGate
Asistent

Usporedite metode

Pregledajte odabrane metode jednu uz drugu; retci koji se razlikuju su istaknuti.

Prostorni dizajn diskontinuiteta regresije (Spatial RDD)×Uparivanje prema ocjeni sklonosti×
PodručjeUzročno zaključivanjeIstraživačka statistika
ObiteljRegression modelProcess / pipeline
Godina nastanka2010s1983
TvoracPopularized by Dell (2010); formalized for geographic boundaries by Keele & Titiunik (2015)Paul Rosenbaum and Donald Rubin
VrstaQuasi-experimental causal inferenceMethod
Temeljni izvorDell, M. (2010). The Persistent Effects of Peru's Mining Mita. Econometrica, 78(6), 1863-1903. DOI ↗Rosenbaum, P. R., & Rubin, D. B. (1983). The central role of the propensity score in observational studies for causal effects. Biometrika, 70(1), 41–55. DOI ↗
Drugi naziviSpatial RDD, Geographic RDD, Border RD Design, Geographic Discontinuity DesignPSM, propensity score weighting, covariate balance
Srodne43
SažetakSpatial Regression Discontinuity Design uses a geographic or administrative boundary as the threshold that assigns units to treatment. Observations just inside one side of the boundary are compared with those just outside it, exploiting the near-random variation in treatment status near the cutoff to recover a local causal effect. The approach is widely used in economics, political science, and public health when policies or institutions change sharply at a border.Propensity score matching (PSM) is a method for reducing confounding bias in observational studies by balancing baseline characteristics between treatment groups, simulating randomization. Developed by Rosenbaum and Rubin (1983), it estimates the probability of receiving treatment given observed covariates, then matches or weights treated and control individuals with similar treatment probabilities. Widely used in medicine, epidemiology, and policy evaluation when randomized trials are infeasible or unethical, enabling estimation of treatment effects while controlling for selection bias.
ScholarGateSkup podataka
  1. v1
  2. 2 Izvori
  3. PUBLISHED
  1. v1
  2. 3 Izvori
  3. PUBLISHED

Idi na pretraživanje Preuzmi prezentaciju

ScholarGateUsporedite metode: Spatial Regression Discontinuity Design · Propensity Score Matching. Preuzeto 2026-06-18 s https://scholargate.app/hr/compare