메뉴 건너뛰기




Volumn 100, Issue 9, 2009, Pages 1919-1937

Multiple imputation and other resampling schemes for imputing missing observations

Author keywords

Bootstrap; Comparison of confidence intervals; Jackknife variance estimation; Missing data; Multiple and single imputation; Nonresponse; Regression model; Resampling

Indexed keywords


EID: 68949211029     PISSN: 0047259X     EISSN: 10957243     Source Type: Journal    
DOI: 10.1016/j.jmva.2009.06.003     Document Type: Article
Times cited : (16)

References (15)
  • 1
    • 0002608867 scopus 로고
    • Multiple imputations in sample surveys: A phenomenological Bayesian approach to nonresponse (with discussion)
    • Amer. Statist. Assoc, Alexandria, VA
    • Rubin D.B. Multiple imputations in sample surveys: A phenomenological Bayesian approach to nonresponse (with discussion). Proc. Survey Research Methods Section (1978), Amer. Statist. Assoc, Alexandria, VA 20-34
    • (1978) Proc. Survey Research Methods Section , pp. 20-34
    • Rubin, D.B.1
  • 2
    • 84950918760 scopus 로고
    • Multiple imputation for interval estimation from simple random samples with ignorable nonresponse
    • Rubin D.B., and Schenker N. Multiple imputation for interval estimation from simple random samples with ignorable nonresponse. J. Amer. Statist. Assoc. 81 (1986) 366-374
    • (1986) J. Amer. Statist. Assoc. , vol.81 , pp. 366-374
    • Rubin, D.B.1    Schenker, N.2
  • 3
    • 0000974584 scopus 로고
    • Jackknife variance estimation with survey data under hot deck imputation
    • Rao J.N.K., and Shao J. Jackknife variance estimation with survey data under hot deck imputation. Biometrika 79 (1992) 811-822
    • (1992) Biometrika , vol.79 , pp. 811-822
    • Rao, J.N.K.1    Shao, J.2
  • 4
    • 68949215175 scopus 로고    scopus 로고
    • Resampling methods of imputing missing observations
    • Technical Report 9706, Department of Statistics, University of Toronto
    • M.S. Srivastava, Resampling methods of imputing missing observations, Technical Report 9706, Department of Statistics, University of Toronto, 1997
    • (1997)
    • Srivastava, M.S.1
  • 5
    • 0009905633 scopus 로고    scopus 로고
    • Resampling methods of imputing missing observations in the regression model and multivariate data
    • Technical Report 9707, Department of Statistics, University of Toronto
    • M.S. Srivastava, Resampling methods of imputing missing observations in the regression model and multivariate data, Technical Report 9707, Department of Statistics, University of Toronto, 1997
    • (1997)
    • Srivastava, M.S.1
  • 6
    • 23244448334 scopus 로고    scopus 로고
    • Finite sample properties of multiple imputation estimators
    • Kim J.K. Finite sample properties of multiple imputation estimators. Ann. Statist. 32 (2006) 766-783
    • (2006) Ann. Statist. , vol.32 , pp. 766-783
    • Kim, J.K.1
  • 7
    • 0007071163 scopus 로고
    • Asymptotic results for multiple imputation
    • Schenker N., and Welsh A.H. Asymptotic results for multiple imputation. Ann. Statist. 16 (1988) 1550-1566
    • (1988) Ann. Statist. , vol.16 , pp. 1550-1566
    • Schenker, N.1    Welsh, A.H.2
  • 8
    • 68949209816 scopus 로고    scopus 로고
    • M. Dolatabadi, On the jackknife variance estimation with imputed data sets, Ph.D. Thesis, Department of Statistics, University of Toronto, 2005
    • M. Dolatabadi, On the jackknife variance estimation with imputed data sets, Ph.D. Thesis, Department of Statistics, University of Toronto, 2005
  • 9
    • 57449105575 scopus 로고
    • On a class of nonparametric tests for regression parameters
    • Srivastava M.S. On a class of nonparametric tests for regression parameters. J. Statist. Res. 4 (1970) 117-132
    • (1970) J. Statist. Res. , vol.4 , pp. 117-132
    • Srivastava, M.S.1
  • 11
    • 84948493784 scopus 로고
    • Jackknifing in unbalanced situations
    • Hinkley D.V. Jackknifing in unbalanced situations. Technometrics 19 (1977) 285-292
    • (1977) Technometrics , vol.19 , pp. 285-292
    • Hinkley, D.V.1
  • 12
    • 68949217836 scopus 로고
    • Discussion to the paper jackknife, bootstrap and other resampling methods in regression analysis by C.F.J. Wu
    • Srivastava M.S. Discussion to the paper jackknife, bootstrap and other resampling methods in regression analysis by C.F.J. Wu. Ann. Statist. 14 (1986) 1331-1335
    • (1986) Ann. Statist. , vol.14 , pp. 1331-1335
    • Srivastava, M.S.1
  • 13
    • 0002344794 scopus 로고
    • Bootstrap methods: Another look at the jackknike
    • Efron B. Bootstrap methods: Another look at the jackknike. Ann. Statist. 7 (1979) 1-26
    • (1979) Ann. Statist. , vol.7 , pp. 1-26
    • Efron, B.1
  • 14
    • 0000130203 scopus 로고
    • Bootstrapping regression models
    • Freedman D.A. Bootstrapping regression models. Ann. Statist. 9 (1981) 1218-1228
    • (1981) Ann. Statist. , vol.9 , pp. 1218-1228
    • Freedman, D.A.1
  • 15
    • 0017133178 scopus 로고
    • Inference and missing data (with discussion)
    • Rubin D.B. Inference and missing data (with discussion). Biometrika 63 (1976) 581-592
    • (1976) Biometrika , vol.63 , pp. 581-592
    • Rubin, D.B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.