Empirical Likelihood Approach For Change-Point Estimation Based On Residuals In Piecewise Linear Models

This paper considers the problem of structural changes. The empirical likelihood approach is used to estimate change-point in piecewise linear models. And theoretically we establish the consistency of the estimated change-point fraction in piecewise linear models based on residuals. Monte Carlo simulation also shows that the estimated break point fraction converges to its true value