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Volumn 97, Issue 2, 2010, Pages 305-319

Semiparametric dimension reduction estimation for mean response with missing data

Author keywords

Dimension reduction; Inverse probability weighting; Kernel regression; Missing at random; Robustness to model misspecification

Indexed keywords

HUMAN IMMUNODEFICIENCY VIRUS;

EID: 77952832305     PISSN: 00063444     EISSN: 14643510     Source Type: Journal    
DOI: 10.1093/biomet/asq005     Document Type: Article
Times cited : (30)

References (24)
  • 2
    • 0012544520 scopus 로고
    • Note on the sampling error in the method of double sampling
    • BOSE, C. (1943). Note on the sampling error in the method of double sampling. Sankhya 6, 332-333
    • (1943) Sankhya , vol.6 , pp. 332-333
    • Bose, C.1
  • 3
    • 84950937870 scopus 로고
    • Nonparametric estimation of mean functionals with data missing at random
    • CHENG, P. E. (1994). Nonparametric estimation of mean functionals with data missing at random. J. Am. Statist. Assoc. 89, 81-87
    • (1994) J. Am. Statist. Assoc. , vol.89 , pp. 81-87
    • Cheng, P.E.1
  • 4
    • 26044449172 scopus 로고    scopus 로고
    • Semiparametric estimation of treatment effect in a pretest-posttest study with missing data
    • DAVIDIAN, M., TSIATIS, A. A. & LEON, S. (2005). Semiparametric estimation of treatment effect in a pretest-posttest study with missing data. Statist. Sci. 20, 261-301.
    • (2005) Statist. Sci. , vol.20 , pp. 261-301
    • Davidian, M.1    Tsiatis, A.A.2    Leon, S.3
  • 5
    • 0042157031 scopus 로고    scopus 로고
    • Efficient estimation in conditional single-index regression
    • DELECROIX, M., HÄRDLE, W. & HRISTACHE, M. (2003). Efficient estimation in conditional single-index regression. J. Mult. Anal. 86, 213-226
    • (2003) J. Mult. Anal. , vol.86 , pp. 213-226
    • Delecroix, M.1    Härdle, W.2    Hristache, M.3
  • 6
    • 84950423285 scopus 로고
    • Design-adaptive nonparametric regression
    • FAN, J. (1992). Design-adaptive nonparametric regression. J. Am. Statist. Assoc. 87, 998-1004.
    • (1992) J. Am. Statist. Assoc. , vol.87 , pp. 998-1004
    • Fan, J.1
  • 7
    • 84950447968 scopus 로고
    • Local polynomial kernel regression for generalized linear models and quasi-likelihood functions
    • FAN, J.,HECKMAN, N. E. & WAND, M. P. (1995). Local polynomial kernel regression for generalized linear models and quasi-likelihood functions. J. Am. Statist. Assoc. 90, 141-150
    • (1995) J. Am. Statist. Assoc. , vol.90 , pp. 141-150
    • Fan, J.1    Heckman, N.E.2    Wand, M.P.3
  • 8
    • 21144469140 scopus 로고
    • Best possible constant for bandwidth selection
    • FAN, J. & MARRON, J. S. (1992). Best possible constant for bandwidth selection. Ann. Statist. 20, 2057-2070
    • (1992) Ann. Statist. , vol.20 , pp. 2057-2070
    • Fan, J.1    Marron, J.S.2
  • 9
    • 10144244674 scopus 로고    scopus 로고
    • A trial comparing nucleotide monotherapy with combined therapy in HIV-infected adults with cd4 cell counts from 200 to 500 per cubic millimeter
    • On behalf of the AIDS Clinical Trials Group, Study 175 study team
    • HAMMER, S. M., KATZENSTEIN, D. A., HUGGIES, M. D., GUNDAKER, H., SCHOOLEY, R. T., HAUBRICH, R. H., HENRY, W. K., LEDERMAN, M. M., PHAIR, J. P., NIU, M., HIRSH, M. S. & MERIGAN, T. C. (1996). A trial comparing nucleotide monotherapy with combined therapy in HIV-infected adults with cd4 cell counts from 200 to 500 per cubic millimeter. New Engl. J. Med. 335, 1081-1090 On behalf of the AIDS Clinical Trials Group, Study 175 study team.
    • (1996) New Engl. J. Med. , vol.335 , pp. 1081-1090
    • Hammer, S.M.1    Katzenstein, D.A.2    Huggies, M.D.3    Gundaker, H.4    Schooley, R.T.5    Haubrich, R.H.6    Henry, W.K.7    Lederman, M.M.8    Phair, J.P.9    Niu, M.10    Hirsh, M.S.11    Merigan, T.C.12
  • 11
    • 84947396376 scopus 로고
    • A generalization of sampling without replacement from a finite universe
    • HORVITZ, D. G. & THOMPSON, D. J. (1952). A generalization of sampling without replacement from a finite universe. J. Am. Statist. Assoc. 47, 663-685
    • (1952) J. Am. Statist. Assoc. , vol.47 , pp. 663-685
    • Horvitz, D.G.1    Thompson, D.J.2
  • 12
    • 0003187405 scopus 로고
    • Semiparametric least squares (SLS) and weighted SLS estimation of single-index models
    • ICHIMURA, H. (1993). Semiparametric least squares (SLS) and weighted SLS estimation of single-index models. J. Economet. 58, 71-120.
    • (1993) J. Economet. , vol.58 , pp. 71-120
    • Ichimura, H.1
  • 13
    • 33746393582 scopus 로고
    • Use of regression functions for improved estimation of means
    • MATLOFF, N. S. (1981). Use of regression functions for improved estimation of means. Biometrika 68, 685-689
    • (1981) Biometrika , vol.68 , pp. 685-689
    • Matloff, N.S.1
  • 14
    • 0000570382 scopus 로고
    • On estimating regression
    • NADARAYA, E. A. (1964). On estimating regression. Theory Prob. Appl. 9, 141-142
    • (1964) Theory Prob. Appl. , vol.9 , pp. 141-142
    • Nadaraya, E.A.1
  • 15
    • 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, 846-866
    • (1994) J. Am. Statist. Assoc. , vol.89 , pp. 846-866
    • Robins, J.M.1    Rotnitzky, A.2    Zhao, L.P.3
  • 16
    • 0002106965 scopus 로고
    • The central role of the propensity score in observational studies for causal effects
    • ROSENBAUM, P. R. & RUBIN, D. B. (1983). The central role of the propensity score in observational studies for causal effects. Biometrika 60, 211-213
    • (1983) Biometrika , vol.60 , pp. 211-213
    • Rosenbaum, P.R.1    Rubin, D.B.2
  • 17
    • 0001268552 scopus 로고
    • Areliable data-based bandwidth selectionmethod for kernel density estimation
    • SHEATHER, S. J. & JONES,M. C. (1991).Areliable data-based bandwidth selectionmethod for kernel density estimation. J. R. Statist. Soc. B 53, 683-690
    • (1991) J. R. Statist. Soc. B , vol.53 , pp. 683-690
    • Sheather, S.J.1    Jones, M.C.2
  • 18
    • 0032356796 scopus 로고    scopus 로고
    • Local linear regression for generalized linear models with missing data
    • WANG, C. Y., WANG, S., GUTIERREZ, R. G. & CARROLL, R. J. (1998). Local linear regression for generalized linear models with missing data. Ann. Statist. 26, 1028-1050
    • (1998) Ann. Statist. , vol.26 , pp. 1028-1050
    • Wang, C.Y.1    Wang, S.2    Gutierrez, R.G.3    Carroll, R.J.4
  • 19
    • 50949122146 scopus 로고    scopus 로고
    • Semiparametric model-based inference in the presence of missing responses
    • WANG, Q. & DAI, P. (2008). Semiparametric model-based inference in the presence of missing responses. Biometrika 95, 721-734
    • (2008) Biometrika , vol.95 , pp. 721-734
    • Wang, Q.1    Dai, P.2
  • 20
    • 12444281332 scopus 로고    scopus 로고
    • Empirical likelihood-based inference in linear errors-in-covariables models with validation data
    • DOI 10.1093/biomet/89.2.345
    • WANG, Q. & RAO, J. N. K. (2002a). Empirical likelihood-based inference in linear errors-in-covariate models with validation data. Biometrika 89, 345-358 (Pubitemid 41311985)
    • (2002) Biometrika , vol.89 , Issue.2 , pp. 345-358
    • Wang, Q.1    Rao, J.N.K.2
  • 21
    • 0036049743 scopus 로고    scopus 로고
    • Empirical likelihood-based inference under imputation for missing response data
    • DOI 10.1214/aos/1028674845
    • WANG, Q. & RAO, J. N. K. (2002b). Empirical likelihood-based inference under imputation for missing response data. Ann. Statist. 30, 896-924. (Pubitemid 37095355)
    • (2002) Annals of Statistics , vol.30 , Issue.3 , pp. 896-924
    • Wang, Q.1    Rao, J.N.K.2
  • 22
    • 0001762424 scopus 로고
    • Smooth regression analysis
    • WATSON, G. S. (1964). Smooth regression analysis. Sankhya 26, 359-372
    • (1964) Sankhya , vol.26 , pp. 359-372
    • Watson, G.S.1
  • 23
    • 0020086484 scopus 로고
    • A two stage design for the study of the relationship between a rare exposure and a rare disease
    • WHITE, J. E. (1982). A two stage design for the study of the relationship between a rare exposure and a rare disease. Am. J. Epidemiol. 115, 119-128
    • (1982) Am. J. Epidemiol. , vol.115 , pp. 119-128
    • White, J.E.1
  • 24
    • 0000736815 scopus 로고
    • The analysis of replicated experiments when the field results are incomplete
    • YATES, F. (1933). The analysis of replicated experiments when the field results are incomplete. Emp. J. Exp. Agric. 1, 129-142
    • (1933) Emp. J. Exp. Agric. , vol.1 , pp. 129-142
    • Yates, F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.