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Kesan Rawatan Heterogeniti Reka Bentuk Ketidaksinambungan Regresi Kabur×Regresi Kuantil×
BidangInferens KausalEkonometrik
KeluargaRegression modelRegression model
Tahun asal20011978
PengasasHahn, Todd & Van der Klaauw (2001); extensions by Calonico, Cattaneo & Titiunik (2014)Koenker & Bassett
JenisQuasi-experimental causal inference / heterogeneity analysisConditional quantile regression
Sumber perintisHahn, J., Todd, P., & Van der Klaauw, W. (2001). Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design. Econometrica, 69(1), 201-209. DOI ↗Koenker, R. & Bassett, G., Jr. (1978). Regression Quantiles. Econometrica, 46(1), 33-50. DOI ↗
AliasHTE-Fuzzy RDD, heterogeneous LATE at threshold, subgroup fuzzy RD, fuzzy RD with effect heterogeneityconditional quantile regression, regression quantiles, Kantil Regresyon
Berkaitan55
RingkasanHeterogeneous Treatment Effect Fuzzy RDD extends the standard fuzzy regression discontinuity design — where treatment probability, not treatment status itself, jumps at a threshold — by examining whether the Local Average Treatment Effect (LATE) estimated at the threshold differs systematically across subgroups defined by covariates such as gender, socioeconomic status, or prior ability. It combines the instrumental-variable logic of fuzzy RDD with structured heterogeneity analysis.Quantile regression models conditional quantiles of an outcome - the median, the 25th or 75th percentile, and so on - rather than the conditional mean that OLS targets. Introduced by Koenker and Bassett in 1978, it reveals how predictors act across the whole distribution, including its tails.
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ScholarGateBandingkan kaedah: Heterogeneous Treatment Effect Fuzzy Regression Discontinuity · Quantile Regression. Dicapai 2026-06-19 daripada https://scholargate.app/ms/compare