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Volumn 61, Issue 2, 1999, Pages 413-438

Semiparametric methods for response-selective and missing data problems in regression

Author keywords

Biased sampling; Estimated likelihood; Estimation; Incomplete data; Pseudolikelihood

Indexed keywords


EID: 0033475350     PISSN: 13697412     EISSN: None     Source Type: Journal    
DOI: 10.1111/1467-9868.00185     Document Type: Article
Times cited : (180)

References (42)
  • 1
    • 77956889283 scopus 로고
    • Separate sample logistic discrimination
    • Anderson, J. A. (1972) Separate sample logistic discrimination. Biometrika, 59, 19-35.
    • (1972) Biometrika , vol.59 , pp. 19-35
    • Anderson, J.A.1
  • 2
    • 21844525683 scopus 로고
    • Use of estimating functions for estimation from complex surveys
    • Binder, D. A. and Patak, Z. (1994) Use of estimating functions for estimation from complex surveys. J. Am. Statist. Ass., 89, 1035-1043.
    • (1994) J. Am. Statist. Ass. , vol.89 , pp. 1035-1043
    • Binder, D.A.1    Patak, Z.2
  • 3
    • 0002783074 scopus 로고
    • Logistic regression for two-stage case-control data
    • Breslow, N. E. and Cain, K. C. (1988) Logistic regression for two-stage case-control data. Biometrika, 75, 11-20.
    • (1988) Biometrika , vol.75 , pp. 11-20
    • Breslow, N.E.1    Cain, K.C.2
  • 4
    • 0001630422 scopus 로고    scopus 로고
    • Maximum likelihood estimation of logistic regression parameters under two-phase, outcome-dependent sampling
    • Breslow, N. E. and Holubkov, R. (1997) Maximum likelihood estimation of logistic regression parameters under two-phase, outcome-dependent sampling. J. R. Statist. Soc. B, 59, 447-461.
    • (1997) J. R. Statist. Soc. B , vol.59 , pp. 447-461
    • Breslow, N.E.1    Holubkov, R.2
  • 6
    • 0001183959 scopus 로고
    • Semiparametric estimation in logistic measurement error models
    • Carroll, R. J. and Wand, M. P. (1991) Semiparametric estimation in logistic measurement error models. J. R. Statist. Soc. B, 53, 573-585.
    • (1991) J. R. Statist. Soc. B , vol.53 , pp. 573-585
    • Carroll, R.J.1    Wand, M.P.2
  • 7
    • 0016794660 scopus 로고
    • Partial likelihood
    • Cox, D. R. (1975) Partial likelihood. Biometrika, 62, 269-276.
    • (1975) Biometrika , vol.62 , pp. 269-276
    • Cox, D.R.1
  • 8
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm
    • Dempster, A. P., Laird, N. M. and Rubin, D. B. (1977) Maximum likelihood from incomplete data via the EM algorithm (with discussion). J. R. Statist. Soc. B, 39, 1-38.
    • (1977) J. R. Statist. Soc. B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 9
    • 0000821796 scopus 로고
    • Pseudo maximum likelihood estimation: Theory and applications
    • Gong, G. and Samaniego, F. J. (1981) Pseudo maximum likelihood estimation: theory and applications. Ann. Statist., 9, 861-869.
    • (1981) Ann. Statist. , vol.9 , pp. 861-869
    • Gong, G.1    Samaniego, F.J.2
  • 10
    • 0002723773 scopus 로고
    • Stratification on endogenous variables and estimation: The Gary income maintenance experiment
    • (eds C. F. Manski and D. McFadden), Cambridge: Massachusetts Institute of Technology Press
    • Hausman, J. A. and Wise, D. A. (1981) Stratification on endogenous variables and estimation: the Gary Income Maintenance Experiment. In Structural Analysis of Discrete Data with Econometric Applications (eds C. F. Manski and D. McFadden), pp. 364-391. Cambridge: Massachusetts Institute of Technology Press.
    • (1981) Structural Analysis of Discrete Data with Econometric Applications , pp. 364-391
    • Hausman, J.A.1    Wise, D.A.2
  • 11
    • 0001797070 scopus 로고
    • Weighting, misclassification and other issues in the analysis of survey samples of life histories
    • (eds J. J. Heckman and B. Singer), ch. 5. Cambridge: Cambridge University Press
    • Hoem, J. M. (1985) Weighting, misclassification and other issues in the analysis of survey samples of life histories. In Longitudinal Analysis of Labor Market Data (eds J. J. Heckman and B. Singer), ch. 5. Cambridge: Cambridge University Press.
    • (1985) Longitudinal Analysis of Labor Market Data
    • Hoem, J.M.1
  • 12
    • 0000371843 scopus 로고
    • Regression analysis of data from complex surveys
    • Holt, D., Smith, T. M. F. and Winter, P. D. (1980) Regression analysis of data from complex surveys. J. R. Statist. Soc. A, 143, 474-487.
    • (1980) J. R. Statist. Soc. A , vol.143 , pp. 474-487
    • Holt, D.1    Smith, T.M.F.2    Winter, P.D.3
  • 13
    • 0000039560 scopus 로고
    • Estimation of response probabilities from augmented retrospective observations
    • Hsieh, D. A., Manski, C. F. and McFadden, D. (1985) Estimation of response probabilities from augmented retrospective observations. J. Am. Statist. Ass., 80, 651-662.
    • (1985) J. Am. Statist. Ass. , vol.80 , pp. 651-662
    • Hsieh, D.A.1    Manski, C.F.2    McFadden, D.3
  • 14
    • 0000301507 scopus 로고    scopus 로고
    • Estimation from truncated lifetime data with supplementary information on covariates and censoring times
    • Hu, X. J. and Lawless, J. F. (1996) Estimation from truncated lifetime data with supplementary information on covariates and censoring times. Biometrika, 83, 747-761.
    • (1996) Biometrika , vol.83 , pp. 747-761
    • Hu, X.J.1    Lawless, J.F.2
  • 15
    • 0031285449 scopus 로고    scopus 로고
    • Pseudo likelihood estimation in a class of problems with response-related missing covariates
    • -(1997) Pseudo likelihood estimation in a class of problems with response-related missing covariates. Can. J. Statist., 25, 125-142.
    • (1997) Can. J. Statist. , vol.25 , pp. 125-142
  • 16
    • 84950431939 scopus 로고
    • Incomplete data in generalised linear models
    • Ibrahim, J. (1990) Incomplete data in generalised linear models. J. Am. Statist. Ass., 85, 765-769.
    • (1990) J. Am. Statist. Ass. , vol.85 , pp. 765-769
    • Ibrahim, J.1
  • 17
    • 0002313993 scopus 로고
    • Least squares regression with data arising from stratified samples of the dependent variable
    • Jewell, N. P. (1985) Least squares regression with data arising from stratified samples of the dependent variable. Biometrika, 72, 11-21.
    • (1985) Biometrika , vol.72 , pp. 11-21
    • Jewell, N.P.1
  • 18
    • 0023838218 scopus 로고
    • Likelihood analysis of multi-state models for disease incidence and mortality
    • Kalbfleisch, J. D. and Lawless, J. F. (1988a) Likelihood analysis of multi-state models for disease incidence and mortality. Statist. Med., 7, 149-160.
    • (1988) Statist. Med. , vol.7 , pp. 149-160
    • Kalbfleisch, J.D.1    Lawless, J.F.2
  • 19
    • 0024108641 scopus 로고
    • Estimation of reliability from field performance studies
    • -(1988b) Estimation of reliability from field performance studies (with discussion). Technometrics, 30, 365-388.
    • (1988) Technometrics , vol.30 , pp. 365-388
  • 20
    • 0009323861 scopus 로고    scopus 로고
    • Likelihood and pseudo likelihood estimation based on response-biased observation
    • (eds I. S. Basawa, V. P. Godambe and R. L. Taylor), Hayward: Institute of Mathematical Statistics
    • Lawless, J. F. (1997) Likelihood and pseudo likelihood estimation based on response-biased observation. In Proc. Georgia Symp. Estimating Functions (eds I. S. Basawa, V. P. Godambe and R. L. Taylor), pp. 43-55. Hayward: Institute of Mathematical Statistics.
    • (1997) Proc. Georgia Symp. Estimating Functions , pp. 43-55
    • Lawless, J.F.1
  • 22
    • 0030769455 scopus 로고    scopus 로고
    • Re-using data from case-control studies
    • Lee, A. J., McMurchy, L. and Scott, A. J. (1997) Re-using data from case-control studies. Statist. Med., 16, 1377-1389.
    • (1997) Statist. Med. , vol.16 , pp. 1377-1389
    • Lee, A.J.1    McMurchy, L.2    Scott, A.J.3
  • 23
    • 0030323076 scopus 로고    scopus 로고
    • Using the E-M algorithm for survival data with incomplete categorical covariates
    • Lipsitz, S. and Ibrahim, J. G. (1996) Using the E-M algorithm for survival data with incomplete categorical covariates. Lifetime Data Anal., 2, 5-14.
    • (1996) Lifetime Data Anal. , vol.2 , pp. 5-14
    • Lipsitz, S.1    Ibrahim, J.G.2
  • 25
    • 0031285453 scopus 로고    scopus 로고
    • Fitting generalized linear models to retrospectively sampled clusters with categorical responses
    • O'Hara Hines, R. J. (1997) Fitting generalized linear models to retrospectively sampled clusters with categorical responses. Can. J. Statist., 25, 159-174.
    • (1997) Can. J. Statist. , vol.25 , pp. 159-174
    • O'Hara Hines, R.J.1
  • 26
    • 0003752277 scopus 로고
    • Technical Report 101. Department of Biostatistics, School of Public Health and Community Medicine, University of Washington, Seattle
    • Palmgren, J. (1989) Regression models for bivariate binary responses. Technical Report 101. Department of Biostatistics, School of Public Health and Community Medicine, University of Washington, Seattle.
    • (1989) Regression Models for Bivariate Binary Responses
    • Palmgren, J.1
  • 27
    • 0001553032 scopus 로고
    • Inference using surrogate outcome data and a validation sample
    • Pepe, M. S. (1992) Inference using surrogate outcome data and a validation sample. Biometrika, 79, 355-365.
    • (1992) Biometrika , vol.79 , pp. 355-365
    • Pepe, M.S.1
  • 28
    • 0000447126 scopus 로고
    • A nonparametric method for dealing with mismeasured covariate data
    • Pepe, M. S. and Fleming, T. R. (1991) A nonparametric method for dealing with mismeasured covariate data. J. Am. Statist. Ass., 86, 108-113.
    • (1991) J. Am. Statist. Ass. , vol.86 , pp. 108-113
    • Pepe, M.S.1    Fleming, T.R.2
  • 29
    • 0018671320 scopus 로고
    • Logistic disease incidence models with case-control studies
    • Prentice, R. L. and Pyke, R. (1979) Logistic disease incidence models with case-control studies. Biometrika, 66, 403-411.
    • (1979) Biometrika , vol.66 , pp. 403-411
    • Prentice, R.L.1    Pyke, R.2
  • 31
    • 11144345693 scopus 로고
    • A mean score method for missing and auxiliary covariate data in regression models
    • Reilly, M. and Pepe, M. S. (1995) A mean score method for missing and auxiliary covariate data in regression models. Biometrika, 82, 299-314.
    • (1995) Biometrika , vol.82 , pp. 299-314
    • Reilly, M.1    Pepe, M.S.2
  • 32
    • 0031025827 scopus 로고    scopus 로고
    • The relationship between hot-deck multiple imputation and weighted likelihood
    • -(1997) The relationship between hot-deck multiple imputation and weighted likelihood. Statist. Med., 16, 5-19.
    • (1997) Statist. Med. , vol.16 , pp. 5-19
  • 33
    • 0000362117 scopus 로고
    • Semiparametric efficient estimation of a conditional density with missing or mismeasured covariates
    • Robins, J. M., Hsieh, F. and Newey, W. (1995) Semiparametric efficient estimation of a conditional density with missing or mismeasured covariates. J. R. Statist. Soc. B, 57, 409-424.
    • (1995) J. R. Statist. Soc. B , vol.57 , pp. 409-424
    • Robins, J.M.1    Hsieh, F.2    Newey, W.3
  • 34
    • 84888862680 scopus 로고
    • Estimation of regression coefficients when some regressors are not always observed
    • Robins, J. M., Rotnitzky, A., Zhao, L. P. and Lipsitz, S. (1994) Estimation of regression coefficients when some regressors are not always observed. J. Am. Statist. Ass., 89, 846-866.
    • (1994) J. Am. Statist. Ass. , vol.89 , pp. 846-866
    • Robins, J.M.1    Rotnitzky, A.2    Zhao, L.P.3    Lipsitz, S.4
  • 35
    • 0000209746 scopus 로고    scopus 로고
    • A pseudo likelihood approach to analysis of nested case-control studies
    • Samuelsen, S. O. (1997) A pseudo likelihood approach to analysis of nested case-control studies. Biometrika, 84, 379-394.
    • (1997) Biometrika , vol.84 , pp. 379-394
    • Samuelsen, S.O.1
  • 36
    • 0001138757 scopus 로고
    • Fitting logistic models under case-control or choice based sampling
    • Scott, A. J. and Wild, C. J. (1986) Fitting logistic models under case-control or choice based sampling. J. R. Statist. Soc. B, 48, 170-182.
    • (1986) J. R. Statist. Soc. B , vol.48 , pp. 170-182
    • Scott, A.J.1    Wild, C.J.2
  • 37
    • 0025919474 scopus 로고
    • Fitting logistic models in stratified case-control studies
    • -(1991) Fitting logistic models in stratified case-control studies. Biometrics, 47, 497-510.
    • (1991) Biometrics , vol.47 , pp. 497-510
  • 38
    • 0002650537 scopus 로고    scopus 로고
    • Fitting regression models to case-control data by maximum likelihood
    • -(1997) Fitting regression models to case-control data by maximum likelihood. Biometrika, 84, 57-71.
    • (1997) Biometrika , vol.84 , pp. 57-71
  • 40
    • 0000246479 scopus 로고    scopus 로고
    • Multistage sampling designs and estimating equations
    • Whittemore, A. S. (1997) Multistage sampling designs and estimating equations. J. R. Statist. Soc. B, 59, 589-602.
    • (1997) J. R. Statist. Soc. B , vol.59 , pp. 589-602
    • Whittemore, A.S.1
  • 41
    • 0001683051 scopus 로고
    • Fitting prospective regression models to case-control data
    • Wild, C. J. (1991) Fitting prospective regression models to case-control data. Biometrika, 78, 705-717.
    • (1991) Biometrika , vol.78 , pp. 705-717
    • Wild, C.J.1
  • 42
    • 0026581492 scopus 로고
    • Designs and analysis of two-stage studies
    • Zhao, L. P. and Lipsitz, S. (1992) Designs and analysis of two-stage studies. Statist. Med., 11, 769-782.
    • (1992) Statist. Med. , vol.11 , pp. 769-782
    • Zhao, L.P.1    Lipsitz, S.2


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