메뉴 건너뛰기




Volumn 37, Issue 6, 2008, Pages 917-930

Assessing ordinal logistic regression models via nonparametric smoothing

Author keywords

Cumulative logit model; Deviance; Local linear smoother; Pearson chi square

Indexed keywords

APPROXIMATION THEORY; DISTRIBUTION FUNCTIONS; MATHEMATICAL MODELS; NUMERICAL METHODS; STATISTICAL METHODS;

EID: 38949137012     PISSN: 03610926     EISSN: 1532415X     Source Type: Journal    
DOI: 10.1080/03610920701713179     Document Type: Article
Times cited : (4)

References (25)
  • 2
    • 0002701230 scopus 로고
    • On the use of non-parametric regression for model checking
    • Azzalini, A., Bowman, Hardie, W. (1989). On the use of non-parametric regression for model checking. Biometrika 76:1-11.
    • (1989) Biometrika , vol.76 , pp. 1-11
    • Azzalini, A.1    Bowman, H.W.2
  • 3
    • 0025687852 scopus 로고
    • Assessing proportionality in the proportional odds model for ordinal logistic regression
    • Brant, R. (1990). Assessing proportionality in the proportional odds model for ordinal logistic regression. Biometrics 46:1171-1178.
    • (1990) Biometrics , vol.46 , pp. 1171-1178
    • Brant, R.1
  • 5
    • 84936916896 scopus 로고
    • Robust locally weighted regression and smoothing scatterplots
    • Cleveland, W. S. (1979). Robust locally weighted regression and smoothing scatterplots. J. Am. Statist. Assoc. 74:829-836.
    • (1979) J. Am. Statist. Assoc , vol.74 , pp. 829-836
    • Cleveland, W.S.1
  • 7
    • 3042869574 scopus 로고
    • Local linear regression smoothers and their minimax efficiencies
    • Fan, J. (1993). Local linear regression smoothers and their minimax efficiencies. Ann. Statist. 21:196-216.
    • (1993) Ann. Statist , vol.21 , pp. 196-216
    • Fan, J.1
  • 11
    • 84872170445 scopus 로고
    • A goodness-of-fit test for the multiple logistic regression model
    • Hosmer, D. W., Lemeshow, S. L. (1980). A goodness-of-fit test for the multiple logistic regression model. Commun. Statist. A10: 1043-1069.
    • (1980) Commun. Statist , vol.A10 , pp. 1043-1069
    • Hosmer, D.W.1    Lemeshow, S.L.2
  • 12
    • 0026317260 scopus 로고
    • A goodness-of-fit for binary regression models based on smoothing methods
    • le Cessie, S., van Houwelingen, J. C. (1991). A goodness-of-fit for binary regression models based on smoothing methods. Biometrics 47:1267-1282.
    • (1991) Biometrics , vol.47 , pp. 1267-1282
    • le Cessie, S.1    van Houwelingen, J.C.2
  • 13
    • 0029127521 scopus 로고
    • Testing the fit of a regression model via score tests in random effects models
    • le Cessie, S., van Houwelingen, J. C. (1995). Testing the fit of a regression model via score tests in random effects models. Biometrics 51:600-614.
    • (1995) Biometrics , vol.51 , pp. 600-614
    • le Cessie, S.1    van Houwelingen, J.C.2
  • 14
    • 77649173768 scopus 로고
    • Longitudinal data analysis using generalized linear models
    • Liang K. Y., Zeger S. L. (1986). Longitudinal data analysis using generalized linear models. Biometrika 73:13-22.
    • (1986) Biometrika , vol.73 , pp. 13-22
    • Liang, K.Y.1    Zeger, S.L.2
  • 15
    • 20144368014 scopus 로고    scopus 로고
    • Testing the goodness-of-fit of logistic models based on local linear smoothing
    • Lin, K. C., Chen, Y. J. (2005). Testing the goodness-of-fit of logistic models based on local linear smoothing. Int. J. Infor. Mgmnt. Sci. 16:83-95.
    • (2005) Int. J. Infor. Mgmnt. Sci , vol.16 , pp. 83-95
    • Lin, K.C.1    Chen, Y.J.2
  • 16
    • 0041049219 scopus 로고    scopus 로고
    • Goodness-of-fit tests for ordinal response regression models
    • Lipsitz, S., Fitzmaurice, M., Molenberghs, G. (1996). Goodness-of-fit tests for ordinal response regression models. Appl. Statist. 45:175-190.
    • (1996) Appl. Statist , vol.45 , pp. 175-190
    • Lipsitz, S.1    Fitzmaurice, M.2    Molenberghs, G.3
  • 17
    • 0001306637 scopus 로고
    • Regression models for ordinal data (with discussion)
    • McCullagh, P. (1980). Regression models for ordinal data (with discussion). J. Roy. Statist. Soc. Ser. B 42:109-142.
    • (1980) J. Roy. Statist. Soc. Ser. B , vol.42 , pp. 109-142
    • McCullagh, P.1
  • 18
    • 0001080408 scopus 로고
    • Weighted local regression and kernel methods for nonparametric curve fitting
    • Müller, H. G. (1987). Weighted local regression and kernel methods for nonparametric curve fitting. J. Am. Statist. Assoc. 82:231-238.
    • (1987) J. Am. Statist. Assoc , vol.82 , pp. 231-238
    • Müller, H.G.1
  • 19
    • 0036005421 scopus 로고    scopus 로고
    • Goodness-of-fit tests for GEE with correlated binary data
    • Pan, W. (2002). Goodness-of-fit tests for GEE with correlated binary data. Scand. J. Statist 29:101-110.
    • (2002) Scand. J. Statist , vol.29 , pp. 101-110
    • Pan, W.1
  • 20
    • 0037080662 scopus 로고    scopus 로고
    • Two goodness-of-fit tests for logistic regression models with continuous covariates
    • Pulkstenis, E., Robinson, T. J. (2002). Two goodness-of-fit tests for logistic regression models with continuous covariates. Statist. Med 21:79-93.
    • (2002) Statist. Med , vol.21 , pp. 79-93
    • Pulkstenis, E.1    Robinson, T.J.2
  • 21
    • 1542610478 scopus 로고    scopus 로고
    • Goodness-of-fit tests for ordinal response regression models
    • Pulkstenis, E., Robinson, T. J. (2004). Goodness-of-fit tests for ordinal response regression models. Statist. Med. 23:999-1014.
    • (2004) Statist. Med , vol.23 , pp. 999-1014
    • Pulkstenis, E.1    Robinson, T.J.2
  • 22
    • 0026692799 scopus 로고
    • The use of cusums and other techniques in modeling continuous covariates in logistic regression
    • Royston, P. (1992). The use of cusums and other techniques in modeling continuous covariates in logistic regression. Statist. Med. 11:1115-1129.
    • (1992) Statist. Med , vol.11 , pp. 1115-1129
    • Royston, P.1
  • 23
    • 0033564528 scopus 로고    scopus 로고
    • Testing proportionality in the proportional odds model fitted with GEE
    • Stiger, T., Thomas, R., Barnhart, H., Williamson, J. (1999). Testing proportionality in the proportional odds model fitted with GEE. Statist. Med. 18:1419-1433.
    • (1999) Statist. Med , vol.18 , pp. 1419-1433
    • Stiger, T.1    Thomas, R.2    Barnhart, H.3    Williamson, J.4
  • 24
    • 0000388992 scopus 로고
    • Consistent nonparametric regression
    • Stone, C. J. (1977). Consistent nonparametric regression, Ann. Statist. 5:595-620.
    • (1977) Ann. Statist , vol.5 , pp. 595-620
    • Stone, C.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.