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Reka Bentuk Kink Regresi (RKD)×Regresi Kuasa Dua Terkecil Biasa (OLS)×
BidangInferens KausalEkonometrik
KeluargaRegression modelRegression model
Tahun asal20152019
PengasasCard, Lee, Pei & WeberWooldridge (textbook treatment); classical least squares
JenisQuasi-experimental design (slope-based RDD)Linear regression
Sumber perintisCard, D., Lee, D. S., Pei, Z. & Weber, A. (2015). Inference on Causal Effects in a Generalized Regression Kink Design. Econometrica, 83(6), 2453-2483. DOI ↗Wooldridge, J. M. (2019). Introductory Econometrics: A Modern Approach (7th ed.). Cengage Learning. ISBN: 978-1337558860
AliasRKD, regression kink design, kink regression discontinuity, Regresyon Kırılma Tasarımı (RKD — Regression Kink Design)ordinary least squares, classical linear regression, linear regression, en küçük kareler regresyonu
Berkaitan45
RingkasanThe Regression Kink Design is a quasi-experimental method that estimates a causal effect when a policy rule creates a change in slope (a kink) — rather than a jump — at a known threshold of a running variable. It was formalised as a generalized design by Card, Lee, Pei and Weber (2015) and is the slope-based counterpart of the regression discontinuity design.Ordinary Least Squares is the classical linear regression method that explains a continuous outcome as a linear combination of predictors. It estimates the coefficients by minimising the sum of squared residuals, and under the Gauss-Markov assumptions these estimates are the best linear unbiased estimator (BLUE).
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ScholarGateBandingkan kaedah: Regression Kink Design · OLS Regression. Dicapai 2026-06-17 daripada https://scholargate.app/ms/compare