Back to Search
Start Over
Empirical likelihood approach for change-point estimation based on residuals in piecewise linear models.
- Source :
- Communications in Statistics: Theory & Methods; 2021, Vol. 50 Issue 10, p2371-2381, 11p
- Publication Year :
- 2021
-
Abstract
- 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 τ ̂ in piecewise linear models based on residuals. Monte Carlo simulation also shows that the estimated break point fraction τ ̂ converges to its true value τ *. [ABSTRACT FROM AUTHOR]
- Subjects :
- MONTE Carlo method
CHANGE-point problems
DISTRIBUTION (Probability theory)
Subjects
Details
- Language :
- English
- ISSN :
- 03610926
- Volume :
- 50
- Issue :
- 10
- Database :
- Complementary Index
- Journal :
- Communications in Statistics: Theory & Methods
- Publication Type :
- Academic Journal
- Accession number :
- 150006570
- Full Text :
- https://doi.org/10.1080/03610926.2019.1667395