ScholarGate
Asistente

Comparar métodos

Revisa los métodos seleccionados uno junto a otro; las filas que difieren aparecen resaltadas.

Regresión Discontinua con Efectos de Tratamiento Heterogéneos (HTE-RDD)×Efecto Medio Local del Tratamiento (LATE / CACE)×
CampoInferencia causalInferencia causal
FamiliaRegression modelRegression model
Año de origen20151994
Autor originalDong & Lewbel (2015); Chiang, Hsu & Sasaki (2019)Imbens & Angrist (1994); Angrist, Imbens & Rubin (1996)
TipoQuasi-experimental causal inference with effect heterogeneityInstrumental-variable causal estimand
Fuente seminalDong, Y., & Lewbel, A. (2015). Identifying the Effect of Changing the Policy Threshold in Regression Discontinuity Models. Review of Economics and Statistics, 97(5), 1081-1092. DOI ↗Imbens, G. W., & Angrist, J. D. (1994). Identification and Estimation of Local Average Treatment Effects. Econometrica, 62(2), 467-475. DOI ↗
AliasHTE-RDD, heterogeneous RDD, subgroup RDD, effect heterogeneity RDLATE, CACE, complier average causal effect, Yerel Ortalama Tedavi Etkisi (LATE / CACE)
Relacionados45
ResumenHeterogeneous Treatment Effect RDD extends the classic regression discontinuity framework to detect and estimate how the causal effect of crossing an assignment cutoff varies across subgroups or along covariates. Rather than reporting a single local average treatment effect at the threshold, HTE-RDD maps how treatment impact differs by individual characteristics, enabling richer policy conclusions about who benefits most or least from a threshold-based intervention.The Local Average Treatment Effect is an instrumental-variable estimand, introduced by Imbens and Angrist (1994) and formalised with Rubin (1996), that recovers the average treatment effect for the subpopulation of compliers — units whose treatment status is actually moved by the instrument. It is closely tied to compliance analysis.
ScholarGateConjunto de datos
  1. v1
  2. 2 Fuentes
  3. PUBLISHED
  1. v1
  2. 2 Fuentes
  3. PUBLISHED

Ir a la búsqueda Descargar diapositivas

ScholarGateComparar métodos: Heterogeneous Treatment Effect Regression Discontinuity Design · Local Average Treatment Effect. Recuperado el 2026-06-19 de https://scholargate.app/es/compare