Testing for a change point in linear regression models

Communications in Statistics - Theory and Methods

Volumn 27, Issue 10, 1998, Pages 2481-2493

  Chen, Jie ^a  

^a UNIVERSITY OF MISSOURI KANSAS CITY   (United States)

Author keywords

Change point; Information criterion; Linear regression models

Indexed keywords

EID: 22244443232     PISSN: 03610926     EISSN: None     Source Type: Journal    
DOI: 10.1080/03610929808832238     Document Type: Article

References (15)

1. Brown, R. L., Durbin, J., and Evans, J. M. (1975). "Techniques for testing the constancy of regression relationships over time (with discussion)," J. Royal Statistical Society B, 149-192.
2. Chen, J. and Gupta, A. K. (1995). "Likelihood Procedure for Testing Change Points Hypothesis for Multivariate Gaussian Model," Random Operators and Stochastic Equations, V. 3, No. 3, 235-244.
3. Chen, J. and A. K. Gupta (1997). "Testing and locating variance change points with application to stock prices," J. American Statistical Association. 92, 739-747.
4. Chin Choy, J. H. and Broemeling, L. D. (1980). "Some Bayesian inferences for a changing linear model," Technometrics, 22, 71-78.
5. Ferreira, P. E. (1975). "A Bayesian analysis of a switching regression model: Known number of regimes," J. American Statistical Association. 70, 370-374.
6. Gupta, A. K. and Chen, J. (1996). "Detecting changes of mean in multidimensional normal sequences with application to literature and geology," Computational Statistics. Computational Statistics, V. 11, 211-221.
7. Hawkins, D. L. (1989). "A U-I approach to retrospective testing for shifting parameters in a linear model," Communications in Statistics., 18, 3117-3134.
8. Holbert, D. (1982). "A Bayesian analysis of a switching linear model," J. Econometrics, 19, 77-87.
9. Kim, D. (1994). "Tests for a change-point in linear regression," IMS Lecture Notes-Monograph Series, 23, 170-176.
10. Quandt, R. E. (1958). "The estimation of the parameters of a linear regression system obeys two separate regimes," J. American Statistical Association, 53, 873-880.
11. Quandt, R. E. (1960). "Tests of the hypothesis that a linear regression system obeys two separate regimes," J. American Statistical Association, 55, 324-330.
12. Sen, A. K. and Srivastava, M. S. (1973). "On multivariate tests for detecting change in mean," Sankhyá, A35, 173-186.
13. Srivastava, M. S. and Worsley, K. J. (1986). "Likelihood ratio tests for a change in the multivariate normal mean," J. American Statistical Association, 81, 199-204.
14. Schwarz, G. (1978). "Estimating the dimension of a model," Ann. Statist., 6, 461-464.
15. Vostrikova, L. Ju. (1981). "Detecting 'disorder' in multidimensional random processes," Soviet Math Dokl., 24, 55-59.