메뉴 건너뛰기




Volumn 21, Issue 24, 2002, Pages 3789-3801

Global goodness-of-fit tests in logistic regression with sparse data

Author keywords

Goodness of fit; Hosmer Lemeshow test; Logistic regression; Sparse data

Indexed keywords

ALGORITHM; ARTICLE; CALCULATION; CHI SQUARE TEST; CLINICAL OBSERVATION; CONTROLLED STUDY; COVARIANCE; DATA ANALYSIS; DERMATOLOGY; HAIRDRESSER; HAND ECZEMA; HUMAN; LOGISTIC REGRESSION ANALYSIS; OCCUPATIONAL DISEASE; PROBABILITY; SIMULATION; STATISTICAL MODEL; STATISTICS;

EID: 0037203108     PISSN: 02776715     EISSN: None     Source Type: Journal    
DOI: 10.1002/sim.1421     Document Type: Article
Times cited : (57)

References (33)
  • 1
    • 0000350475 scopus 로고
    • Logistic regression diagnostics
    • Pregibon D. Logistic regression diagnostics. Annals of Statistics 1981; 9(2):705-724.
    • (1981) Annals of Statistics , vol.9 , Issue.2 , pp. 705-724
    • Pregibon, D.1
  • 7
    • 0034922089 scopus 로고    scopus 로고
    • Incidence of occupation-related skin diseases in skin-exposure occupational groups
    • Dickel H, Kuss O, Schmidt A, Schmitt J, Diepgen TL. Incidence of occupation-related skin diseases in skin-exposure occupational groups. Hautarzt 2001; 52(7):615-623.
    • (2001) Hautarzt , vol.52 , Issue.7 , pp. 615-623
    • Dickel, H.1    Kuss, O.2    Schmidt, A.3    Schmitt, J.4    Diepgen, T.L.5
  • 10
    • 0030248008 scopus 로고    scopus 로고
    • Development and validation of diagnostic scores for atopic dermatitis incorporating criteria of data quality and practical usefulness
    • Diepgen TL, Sauerbrei W, Fartasch M. Development and validation of diagnostic scores for atopic dermatitis incorporating criteria of data quality and practical usefulness. Journal of Clinical Epidemiology 1996; 49(9): 1031-1038.
    • (1996) Journal of Clinical Epidemiology , vol.49 , Issue.9 , pp. 1031-1038
    • Diepgen, T.L.1    Sauerbrei, W.2    Fartasch, M.3
  • 11
    • 21144478401 scopus 로고
    • Normal goodness-of-fit tests for multinomial models with large degrees of freedom
    • Osius G, Rojek D. Normal goodness-of-fit tests for multinomial models with large degrees of freedom. Journal of the American Statistical Association 1992; 87(420):1145-1152.
    • (1992) Journal of the American Statistical Association , vol.87 , Issue.420 , pp. 1145-1152
    • Osius, G.1    Rojek, D.2
  • 14
    • 0002652504 scopus 로고
    • On the asymptotic distribution of Pearson's statistic in linear exponential-family models
    • McCullagh P. On the asymptotic distribution of Pearson's statistic in linear exponential-family models. International Statistical Review 1985; 53(1):61-67.
    • (1985) International Statistical Review , vol.53 , Issue.1 , pp. 61-67
    • McCullagh, P.1
  • 15
    • 0001018909 scopus 로고    scopus 로고
    • On assessing goodness of fit of generalized linear models to sparse data
    • Farrington CP. On assessing goodness of fit of generalized linear models to sparse data. Journal of the Royal Statistical Society, Series B 1996; 58(2):349-360.
    • (1996) Journal of the Royal Statistical Society, Series B , vol.58 , Issue.2 , pp. 349-360
    • Farrington, C.P.1
  • 17
    • 0031006441 scopus 로고    scopus 로고
    • A comparison of goodness-of-fit tests for the logistic regression model
    • Hosmer DW, Hosmer T, Le Cessie S, Lemeshow S. A comparison of goodness-of-fit tests for the logistic regression model. Statistics in Medicine 1997; 16(9):965-980.
    • (1997) Statistics in Medicine , vol.16 , Issue.9 , pp. 965-980
    • Hosmer, D.W.1    Hosmer, T.2    Le Cessie, S.3    Lemeshow, S.4
  • 18
    • 0001939037 scopus 로고    scopus 로고
    • A cautionary note about assessing the fit of logistic regression models
    • Pigeon JG, Heyse JF. A cautionary note about assessing the fit of logistic regression models. Journal of Applied Statistics 1999; 26(7):847-853.
    • (1999) Journal of Applied Statistics , vol.26 , Issue.7 , pp. 847-853
    • Pigeon, J.G.1    Heyse, J.F.2
  • 19
    • 0034567668 scopus 로고    scopus 로고
    • One model, several results: The paradox of the Hosmer-Lemeshow goodness-of-fit test for the logistic regression model
    • Bertolini G, D'Amico R, Nardi D, Tinazzi A, Apolone G. One model, several results: the paradox of the Hosmer-Lemeshow goodness-of-fit test for the logistic regression model. Journal of Epidemiology and Biostatistics 2000; 5(4):251-253.
    • (2000) Journal of Epidemiology and Biostatistics , vol.5 , Issue.4 , pp. 251-253
    • Bertolini, G.1    D'Amico, R.2    Nardi, D.3    Tinazzi, A.4    Apolone, G.5
  • 20
    • 0037080662 scopus 로고    scopus 로고
    • Two goodness-of-fit tests for logistic regression models with continuous covariates
    • Pulkstenis E, Robinson TJ. Two goodness-of-fit tests for logistic regression models with continuous covariates. Statistics in Medicine 2002; 21(1):79-93.
    • (2002) Statistics in Medicine , vol.21 , Issue.1 , pp. 79-93
    • Pulkstenis, E.1    Robinson, T.J.2
  • 21
    • 0002644952 scopus 로고
    • Maximum likelihood estimation of misspecified models
    • White H. Maximum likelihood estimation of misspecified models. Econometrica 1982; 50(1):1-25.
    • (1982) Econometrica , vol.50 , Issue.1 , pp. 1-25
    • White, H.1
  • 22
    • 84981434539 scopus 로고
    • The calculation of the information matrix test for binary data models
    • Orme C. The calculation of the information matrix test for binary data models. The Manchester School 1988; 54(4):370-376.
    • (1988) The Manchester School , vol.54 , Issue.4 , pp. 370-376
    • Orme, C.1
  • 23
    • 0021565205 scopus 로고
    • Testing for neglected heterogeneity
    • Chesher A. Testing for neglected heterogeneity. Econometrica 1984; 52(4):865-872.
    • (1984) Econometrica , vol.52 , Issue.4 , pp. 865-872
    • Chesher, A.1
  • 24
    • 0001931219 scopus 로고
    • Unweighted sum of squares test for proportions
    • Copas JB. Unweighted sum of squares test for proportions. Applied Statistics 1989; 38(1):71-80.
    • (1989) Applied Statistics , vol.38 , Issue.1 , pp. 71-80
    • Copas, J.B.1
  • 25
    • 0001243786 scopus 로고
    • Testing logit models in practice
    • Lechner M. Testing logit models in practice. Empirical Economics 1991; 16:177-198.
    • (1991) Empirical Economics , vol.16 , pp. 177-198
    • Lechner, M.1
  • 26
    • 0012140906 scopus 로고
    • On testing the logistic assumption in binary dependent variable models
    • Thomas JM. On testing the logistic assumption in binary dependent variable models. Empirical Economics 1993; 18:381-392.
    • (1993) Empirical Economics , vol.18 , pp. 381-392
    • Thomas, J.M.1
  • 27
    • 0012178119 scopus 로고    scopus 로고
    • The asymptotically efficient version of the information matrix test in binary choice models. A study of size and power
    • Aparicio T, Villanua I. The asymptotically efficient version of the information matrix test in binary choice models. A study of size and power. Journal of Applied Statistics 2001; 28(2):167-182.
    • (2001) Journal of Applied Statistics , vol.28 , Issue.2 , pp. 167-182
    • Aparicio, T.1    Villanua, I.2
  • 30
    • 0035627358 scopus 로고    scopus 로고
    • Exact goodness-of-fit test for binary logistic model
    • Tang ML. Exact goodness-of-fit test for binary logistic model. Statistica Sinica 2001; 11(1):199-211.
    • (2001) Statistica Sinica , vol.11 , Issue.1 , pp. 199-211
    • Tang, M.L.1
  • 31
    • 0035884457 scopus 로고    scopus 로고
    • Exact inference for categorical data: Recent advances and continuing controversies
    • Agresti A. Exact inference for categorical data: recent advances and continuing controversies. Statistics in Medicine 2001; 20(17-18):2709-2722.
    • (2001) Statistics in Medicine , vol.20 , Issue.17-18 , pp. 2709-2722
    • Agresti, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.