Regression discontinuity: review with extensions

J Choi, M Lee - Statistical Papers, 2017 - Springer
In treatment effect analysis, often the treatment takes a particular structure:'on'if an
underlying continuous variable crosses a threshold, and 'off'otherwise. Such a treatment …

Structural threshold regression

A Kourtellos, T Stengos, CM Tan - Econometric Theory, 2016 - cambridge.org
This paper introduces the structural threshold regression (STR) model that allows for an
endogenous threshold variable as well as for endogenous regressors. This model provides …

Threshold regression with endogeneity

P Yu, PCB Phillips - Journal of Econometrics, 2018 - Elsevier
This paper studies estimation in threshold regression with endogeneity in the regressors
and thresholding variable. Three key results differ from those in regular models. First, both …

Regression discontinuity with errors in the running variable: effect on truthful margin

MJ Lee - Journal of Econometric Methods, 2017 - degruyter.com
In regression discontinuity (RD) with a running variable S crossing a known cutoff c, an
unexpectedly small break magnitude is due to S being a mis-measured version of the …

Regression discontinuity designs with unknown state-dependent discontinuity points: estimation and testing

L Yang - Studies in Nonlinear Dynamics & Econometrics, 2019 - degruyter.com
This paper extends Regression discontinuity designs with unknown discontinuity points
developed by (Porter, J., and P. Yu. 2015.“Regression Discontinuity Designs with Unknown …

Inference and Specification Testing in Threshold Regression with Endogeneity

P Yu, Q Liao, PCB Phillips - 2019 - papers.ssrn.com
We propose three new methods of inference for the threshold point in endogenous threshold
regression and two specification tests designed to assess the presence of endogeneity and …

Regression Discontinuity Designs for Small Studies

D Swartzentruber - 2023 - search.proquest.com
Regression discontinuity (RD) designs are popular quasi-experimental studies in which
treatment assignment depends on whether the value of a running variable exceeds a cutoff …

The medium-run efficiency consequences of unfair school matching: Evidence from Chinese college admissions

X Zhong, L Zhu - Journal of Econometrics, 2021 - Elsevier
In this paper, we empirically examine how unfair (ie negatively assortive) matching between
colleges and students affects the medium-run allocative efficiency of the college admissions …

The Long-Run Efficiency Consequence of Unfair School Matching: Evidence from China College Student Survey

X Zhong, L Zhu - Available at SSRN 2926301, 2017 - papers.ssrn.com
In this paper, we address empirically the issue how unfair match between colleges and
students would affect the long-run efficiency of the college admission system, measured by …

[引用][C] Inferences and Specification Testing in Threshold Regression with Endogeneity

Q Liao, PCB Phillips, P Yu - 2018