Error-in-Variables Jump Regression Using Local Clustering
Error-in-Variables Jump Regression Using Local Clustering
Error-in-variables regression is widely used in econometric models. The statistical analysis becomes challenging when the regression function is discontinuous and the distribution of measurement error is unknown. In this paper, we propose a novel jump-preserving curve estimation method. A major feature of our method is that it can remove the …