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Volumn 101, Issue 7, 2010, Pages 1681-1700

Detection of a change point based on local-likelihood

Author keywords

Beetle mortality data; Discontinuity point; Generalized linear model; Jump size; Local polynomial fit; Rate of convergence

Indexed keywords


EID: 77952006655     PISSN: 0047259X     EISSN: 10957243     Source Type: Journal    
DOI: 10.1016/j.jmva.2010.02.007     Document Type: Article
Times cited : (6)

References (30)
  • 2
    • 84950447968 scopus 로고
    • Local polynomial kernel regression for generalized linear models and quasi-likelihood functions
    • Fan J., Heckman N.E., Wand M.P. Local polynomial kernel regression for generalized linear models and quasi-likelihood functions. J. Amer. Statist. Assoc. 1995, 90:141-150.
    • (1995) J. Amer. Statist. Assoc. , vol.90 , pp. 141-150
    • Fan, J.1    Heckman, N.E.2    Wand, M.P.3
  • 4
    • 0036125528 scopus 로고    scopus 로고
    • Likelihood-based local polynomial fitting for single-index models
    • Huh J., Park B.U. Likelihood-based local polynomial fitting for single-index models. J. Multivariate Anal. 2002, 80:302-321.
    • (2002) J. Multivariate Anal. , vol.80 , pp. 302-321
    • Huh, J.1    Park, B.U.2
  • 6
    • 0030352469 scopus 로고    scopus 로고
    • Change point estimation using nonparametric regression
    • Loader C.R. Change point estimation using nonparametric regression. Ann. Statist. 1996, 24:1667-1678.
    • (1996) Ann. Statist. , vol.24 , pp. 1667-1678
    • Loader, C.R.1
  • 7
    • 0000263369 scopus 로고
    • Change-points in nonparametric regression analysis
    • Müller H.G. Change-points in nonparametric regression analysis. Ann. Statist. 1992, 20:737-761.
    • (1992) Ann. Statist. , vol.20 , pp. 737-761
    • Müller, H.G.1
  • 8
    • 0036474557 scopus 로고    scopus 로고
    • Estimation of regression functions with a discontinuity in a derivative with local polynomial fits
    • Huh J., Carrière K.C. Estimation of regression functions with a discontinuity in a derivative with local polynomial fits. Statist. Probab. Lett. 2002, 56:329-343.
    • (2002) Statist. Probab. Lett. , vol.56 , pp. 329-343
    • Huh, J.1    Carrière, K.C.2
  • 9
    • 0031575136 scopus 로고    scopus 로고
    • Two-stage change-point estimators in smooth regression models
    • Müller H.G., Song K.S. Two-stage change-point estimators in smooth regression models. Statist. Probab. Lett. 1997, 34:323-335.
    • (1997) Statist. Probab. Lett. , vol.34 , pp. 323-335
    • Müller, H.G.1    Song, K.S.2
  • 10
    • 6544290503 scopus 로고    scopus 로고
    • On the estimation of jump points in smooth curves
    • Gijbels I., Hall P., Kneip A. On the estimation of jump points in smooth curves. Ann. Inst. Statist. Math. 1999, 51:231-251.
    • (1999) Ann. Inst. Statist. Math. , vol.51 , pp. 231-251
    • Gijbels, I.1    Hall, P.2    Kneip, A.3
  • 11
    • 1542471432 scopus 로고    scopus 로고
    • Bandwidth selection for change point estimation in non-parametric regression
    • Gijbels I., Goderniaux A.C. Bandwidth selection for change point estimation in non-parametric regression. Technometrics 2004, 46:76-86.
    • (2004) Technometrics , vol.46 , pp. 76-86
    • Gijbels, I.1    Goderniaux, A.C.2
  • 12
    • 0036524045 scopus 로고    scopus 로고
    • Change-point detection with non-parametric regression
    • Horváth L., Kokoszka P. Change-point detection with non-parametric regression. Statistics 2002, 36:9-31.
    • (2002) Statistics , vol.36 , pp. 9-31
    • Horváth, L.1    Kokoszka, P.2
  • 13
    • 0036799894 scopus 로고    scopus 로고
    • Change point estimation by local linear smoothing
    • Grégoire G., Hamrouni Z. Change point estimation by local linear smoothing. J. Multivariate Anal. 2002, 83:56-83.
    • (2002) J. Multivariate Anal. , vol.83 , pp. 56-83
    • Grégoire, G.1    Hamrouni, Z.2
  • 14
    • 6044223458 scopus 로고    scopus 로고
    • Detection of change point with local polynomial fits for random design case
    • Huh J., Park B.U. Detection of change point with local polynomial fits for random design case. Aust. N. Z. J. Stat. 2004, 46:425-441.
    • (2004) Aust. N. Z. J. Stat. , vol.46 , pp. 425-441
    • Huh, J.1    Park, B.U.2
  • 15
    • 77951981834 scopus 로고    scopus 로고
    • Nonparametric discontinuity point estimation in generalized linear model
    • Huh J. Nonparametric discontinuity point estimation in generalized linear model. J. Korean Statist. Soc. 2004, 33:59-78.
    • (2004) J. Korean Statist. Soc. , vol.33 , pp. 59-78
    • Huh, J.1
  • 16
    • 0001484492 scopus 로고
    • Detection of the number, locations and magnitudes of jumps
    • Yin Y.Q. Detection of the number, locations and magnitudes of jumps. Comm. Statist. Stochastic Models 1988, 4:445-455.
    • (1988) Comm. Statist. Stochastic Models , vol.4 , pp. 445-455
    • Yin, Y.Q.1
  • 17
    • 21344487598 scopus 로고
    • Kernel-type estimators of jump points and values of a regression function
    • Wu J.S., Chu C.K. Kernel-type estimators of jump points and values of a regression function. Ann. Statist. 1993, 21:1545-1566.
    • (1993) Ann. Statist. , vol.21 , pp. 1545-1566
    • Wu, J.S.1    Chu, C.K.2
  • 18
    • 0347503105 scopus 로고    scopus 로고
    • Statistical methods for DNA sequence segmentation
    • Braun J.V., Müller H.G. Statistical methods for DNA sequence segmentation. Statist. Sci. 1998, 13:142-162.
    • (1998) Statist. Sci. , vol.13 , pp. 142-162
    • Braun, J.V.1    Müller, H.G.2
  • 19
    • 68949174585 scopus 로고    scopus 로고
    • Nonparametric estimation of the variance function with a change point
    • Kang K.H., Huh J. Nonparametric estimation of the variance function with a change point. J. Korean Statist. Soc. 2006, 35:1-24.
    • (2006) J. Korean Statist. Soc. , vol.35 , pp. 1-24
    • Kang, K.H.1    Huh, J.2
  • 20
    • 0022763020 scopus 로고
    • Smoothing with split linear fits
    • McDonald J.A., Owen A.B. Smoothing with split linear fits. Technometrics 1986, 28:195-208.
    • (1986) Technometrics , vol.28 , pp. 195-208
    • McDonald, J.A.1    Owen, A.B.2
  • 21
    • 0000777128 scopus 로고
    • Edge-preserving and peak-preserving smoothing
    • Hall P., Titterington D.M. Edge-preserving and peak-preserving smoothing. Technometrics 1992, 34:429-440.
    • (1992) Technometrics , vol.34 , pp. 429-440
    • Hall, P.1    Titterington, D.M.2
  • 22
    • 0032074895 scopus 로고    scopus 로고
    • A local polynomial jump detection algorithm in nonparametric regression
    • Qiu P., Yandell B. A local polynomial jump detection algorithm in nonparametric regression. Technometrics 1998, 40:142-152.
    • (1998) Technometrics , vol.40 , pp. 142-152
    • Qiu, P.1    Yandell, B.2
  • 23
    • 0001080408 scopus 로고
    • Weighted local regression and kernel methods for nonparametric curve fitting
    • Müller H.G. Weighted local regression and kernel methods for nonparametric curve fitting. J. Amer. Statist. Assoc. 1987, 82:231-238.
    • (1987) J. Amer. Statist. Assoc. , vol.82 , pp. 231-238
    • Müller, H.G.1
  • 25
    • 0002323074 scopus 로고
    • The minimum of an additive process with applications to signal estimation and storage theory
    • Bhattacharya P.K., Brockwell P.J. The minimum of an additive process with applications to signal estimation and storage theory. Z. Wahrscheinlichkeitstheor. Verwandte Geb. 1976, 37:51-75.
    • (1976) Z. Wahrscheinlichkeitstheor. Verwandte Geb. , vol.37 , pp. 51-75
    • Bhattacharya, P.K.1    Brockwell, P.J.2
  • 29
    • 84971936861 scopus 로고
    • Asymptotics for least absolute deviation regression estimators
    • Pollard D. Asymptotics for least absolute deviation regression estimators. Econometric Theory 1991, 7:186-199.
    • (1991) Econometric Theory , vol.7 , pp. 186-199
    • Pollard, D.1


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