메뉴 건너뛰기




Volumn 98, Issue 3, 2011, Pages 663-684

Efficient restricted estimators for conditional mean models with missing data

Author keywords

Empirical likelihood; Generalized method of moments; Inverse weighting; Missing data; Nonparametric likelihood; Two phase sampling

Indexed keywords


EID: 80052303150     PISSN: 00063444     EISSN: 14643510     Source Type: Journal    
DOI: 10.1093/biomet/asr007     Document Type: Article
Times cited : (20)

References (28)
  • 1
    • 0004099036 scopus 로고
    • Two-stage sampling designs for adolescent depression studies
    • Ed. N. Lange,L. Ryan, L. Billard, D. Brillinger, L. Conquest and J. Greenhouse New York: Wiley
    • ADDY, C. L., JACKSON, K. L., MCKEOWN, R. E., WALLER, J. L. & GARRISON, C. Z. (1994). Two-stage sampling designs for adolescent depression studies. In Case Studies in Biometry, Ed. N. Lange, L. Ryan, L. Billard, D. Brillinger, L. Conquest and J. Greenhouse, pp. 409-28. New York: Wiley.
    • (1994) Case Studies in Biometry , pp. 409-28
    • Addy, C.L.1    Jackson, K.L.2    McKeown, R.E.3    Waller, J.L.4    Garrison, C.Z.5
  • 2
    • 0041857907 scopus 로고    scopus 로고
    • Large sample theory for semiparametric regression models with two-phase, outcome dependent sampling
    • BRESLOW, N. E., MCNENEY, B. & WELLNER, J. A. (2003). Large sample theory for semiparametric regression models with two-phase, outcome dependent sampling. Ann. Statist. 31, 1110-39.
    • (2003) Ann. Statist , vol.31 , pp. 1110-39
    • Breslow, N.E.1    McNeney, B.2    Wellner, J.A.3
  • 4
    • 13244275063 scopus 로고    scopus 로고
    • Semiparametric efficient estimation for the auxiliary outcome problem with the conditional mean model
    • CHEN, J. & BRESLOW, N. E. (2004). Semiparametric efficient estimation for the auxiliary outcome problem with the conditional mean model. Can. J. Statist. 32, 359-72. (Pubitemid 40195274)
    • (2004) Canadian Journal of Statistics , vol.32 , Issue.4 , pp. 359-372
    • Chen, J.1    Breslow, N.E.2
  • 5
    • 47649132401 scopus 로고    scopus 로고
    • Improving semiparametric estimation by using surrogate data
    • CHEN, S. X., LEUNG, D. H. Y. & QIN, J. (2008). Improving semiparametric estimation by using surrogate data. J. R. Statist. Soc. B 70, 803-23.
    • (2008) J. R. Statist. Soc , vol.B70 , pp. 803-23
    • Chen, S.X.1    Leung, D.H.Y.2    Qin, J.3
  • 6
    • 0001923412 scopus 로고
    • Efficient estimation of discrete choice models
    • Ed C. F. Manski and D. McFadden Cambridge, MA: MIT Press
    • COSSLETT, S. (1981). Efficient estimation of discrete choice models. In Structural Analysis of Discrete Data with Econometric Applications, Ed. C. F. Manski and D. McFadden, pp. 51-111, Cambridge, MA: MIT Press.
    • (1981) Structural Analysis of Discrete Data with Econometric Applications , pp. 51-111
    • Cosslett, S.1
  • 7
    • 0000414660 scopus 로고
    • Large sample properties of generalized method of moments estimators
    • HANSEN, L. P. (1982). Large sample properties of generalized method of moments estimators. Econometrica 50, 1029-54.
    • (1982) Econometrica , vol.50 , pp. 1029-54
    • Hansen, L.P.1
  • 8
    • 0002723773 scopus 로고
    • Stratification on endogeneous variables and esttimation: The Gary income maintenance experiment
    • Ed C. F. Manski and D. McFadden Cambridge, MA: MIT Press
    • HAUSMAN, J. A. & WISE, D. A. (1981). Stratification on endogeneous variables and esttimation: The Gary income maintenance experiment. In Structural Analysis of Discrete Data with Econometric Applications, Ed. C. F. Manski and D. McFadden, pp. 363-91, Cambridge, MA: MIT Press.
    • (1981) Structural Analysis of Discrete Data with Econometric Applications , pp. 363-391
    • Hausman, J.A.1    Wise, D.A.2
  • 10
    • 0033475350 scopus 로고    scopus 로고
    • Semiparametric methods for response-selective and missing data problems in regression
    • LAWLESS, J. F., KALBFLEISCH, J. D. & WILD, C. J. (1999). Semiparametric methods for response-selective and missing data problems in regression. J. R. Statist. Soc. B 61, 413-38.
    • (1999) J. R. Statist. Soc , vol.B61 , pp. 413-38
    • Lawless, J.F.1    Kalbfleisch, J.D.2    Wild, C.J.3
  • 12
    • 0000847211 scopus 로고
    • Estimation of choice probabilities from choice-based samples
    • MANSKI, C. F. & LERMAN, S. (1977). Estimation of choice probabilities from choice-based samples. Econometrica 45, 1977-88.
    • (1977) Econometrica , vol.45 , pp. 1977-88
    • Manski, C.F.1    Lerman, S.2
  • 13
    • 0002096131 scopus 로고
    • Alternative estimators and sample designs for discrete choice analysis
    • Ed C. F. Manski & D. McFadden Cambridge, MA: MIT Press
    • MANSKI, C. F. & MCFADDEN, D. (1981). Alternative estimators and sample designs for discrete choice analysis. In Structural Analysis of Discrete Data with Econometric Applications, Ed. C. F. Manski & D. McFadden, pp. 2-50, Cambridge, MA: MIT Press.
    • (1981) Structural Analysis of Discrete Data with Econometric Applications , pp. 2-50
    • Manski, C.F.1    McFadden, D.2
  • 15
    • 1642369685 scopus 로고    scopus 로고
    • Higher order properties of GMM and generalized empirical likelihood estimators
    • NEWEY, W. K. & SMITH, R. J. (2004). Higher order properties of GMM and generalized empirical likelihood estimators. Econometrica 72, 219-55.
    • (2004) Econometrica , vol.72 , pp. 219-55
    • Newey, W.K.1    Smith, R.J.2
  • 16
    • 0347609095 scopus 로고
    • Empirical likelihood and general estimating equations
    • QIN, J. & LAWLESS, J. (1994). Empirical likelihood and general estimating equations. Ann. Statist 22, 300-26.
    • (1994) Ann. Statist , vol.22 , pp. 300-26
    • Qin, J.1    Lawless, J.2
  • 17
    • 0000362117 scopus 로고
    • Semiparametric efficient estimation of a conditional density with missing or mismeasured covariates
    • ROBINS, J. M., HSIEH, F. & NEWEY, W. (1995). Semiparametric efficient estimation of a conditional density with missing or mismeasured covariates. J. R. Statist. Soc. B 57, 409-24.
    • (1995) J. R. Statist. Soc B , vol.57 , pp. 409-24
    • Robins, J.M.1    Hsieh, F.2    Newey, W.3
  • 18
    • 0005976738 scopus 로고    scopus 로고
    • Comment on Inference for semiparametric models: Some questions and an answer
    • ROBINS, J. M. & ROTNITZKY, A. (2001). Comment on "Inference for semiparametric models: Some questions and an answer". Statist. Sinica 11, 920-36.
    • (2001) Statist. Sinica , vol.11 , pp. 920-36
    • Robins, J.M.1    Rotnitzky, A.2
  • 19
    • 84888862680 scopus 로고
    • Estimation of regression coefficients when some regressors are not always observed
    • ROBINS, J. M., ROTNITZKY, A. & ZHAO, L. P. (1994). Estimation of regression coefficients when some regressors are not always observed. J. Am. Statist. Assoc. 89, 846-66.
    • (1994) J. Am. Statist. Assoc , vol.89 , pp. 846-66
    • Robins, J.M.1    Rotnitzky, A.2    Zhao, L.P.3
  • 20
    • 0017133178 scopus 로고
    • Inference and missing data
    • RUBIN, D. B. (1976). Inference and missing data. Biometrika 63, 581-90.
    • (1976) Biometrika , vol.63 , pp. 581-90
    • Rubin, D.B.1
  • 21
    • 0002650537 scopus 로고    scopus 로고
    • Fitting regression models to case-control data by maximum likelihood
    • SCOTT, A. J. & WILD, C. J. (1997). Fitting regression models to case-control data by maximum likelihood. Biometrika 84, 57-71.
    • (1997) Biometrika , vol.84 , pp. 57-71
    • Scott, A.J.1    Wild, C.J.2
  • 22
    • 60449104243 scopus 로고    scopus 로고
    • A note on semiparametric efficient inference for two-stage outcome-dependent sampling with a continuous outcome
    • SONG, R., ZHOU, H. & KOSOROK, M. R. (2009). A note on semiparametric efficient inference for two-stage outcome-dependent sampling with a continuous outcome. Biometrika 96, 221-8.
    • (2009) Biometrika , vol.96 , pp. 221-8
    • Song, R.1    Zhou, H.2    Kosorok, M.R.3
  • 23
    • 33846066470 scopus 로고    scopus 로고
    • A distributional approach for causal inference using propensity scores
    • TAN, Z. (2006). A distributional approach for causal inference using propensity scores. J. Am. Statist. Assoc. 101, 1619-37.
    • (2006) J. Am. Statist. Assoc , vol.101 , pp. 1619-1637
    • Tan, Z.1
  • 24
    • 77949267685 scopus 로고    scopus 로고
    • On estimation of conditional density models with two-phase sampling
    • TAN, Z. (2010). On estimation of conditional density models with two-phase sampling. J. Statist. Plan. Infer. 140, 1986-2002.
    • (2010) J. Statist. Plan. Infer , vol.140 , pp. 1986-2002
    • Tan, Z.1
  • 28
    • 20444490016 scopus 로고    scopus 로고
    • An estimated likelihood method for continuous outcome regression models with outcome-dependent sampling
    • DOI 10.1198/016214504000001853
    • WEAVER, M. A. & ZHOU, H. (2005). An estimated likelihood method for continous outcome regression models with outcome-dependent sampling. J. Am. Statist. Assoc. 100, 459-69. (Pubitemid 40816584)
    • (2005) Journal of the American Statistical Association , vol.100 , Issue.470 , pp. 459-469
    • Weaver, M.A.1    Zhou, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.