메뉴 건너뛰기




Volumn 98, Issue 463, 2003, Pages 703-715

Multiple Imputation for Incomplete Data with Semicontinuous Variables

Author keywords

Data augmentation; EM algorithm; General location model; Missing data; Survey data

Indexed keywords


EID: 0242679444     PISSN: 01621459     EISSN: None     Source Type: Journal    
DOI: 10.1198/016214503000000611     Document Type: Article
Times cited : (19)

References (30)
  • 2
    • 0034557223 scopus 로고    scopus 로고
    • Modeling Covariance Matrices in Terms of Standard Deviations and Correlations, with Applications to Shrinkage
    • Barnard, J., McCulloch, R., and Meng, X. L. (2000), "Modeling Covariance Matrices in Terms of Standard Deviations and Correlations, With Applications to Shrinkage," Statistica Sinica, 10, 1281-1311.
    • (2000) Statistica Sinica , vol.10 , pp. 1281-1311
    • Barnard, J.1    McCulloch, R.2    Meng, X.L.3
  • 3
  • 7
    • 84972492387 scopus 로고
    • Inference from Iterative Simulation Using Multiple Sequences
    • Gelman, A., and Rubin, D. B. (1992), "Inference From Iterative Simulation Using Multiple Sequences" (with discussion), Statistical Science, 7, 457-472.
    • (1992) Statistical Science , vol.7 , pp. 457-472
    • Gelman, A.1    Rubin, D.B.2
  • 8
    • 0242605043 scopus 로고    scopus 로고
    • Multivariate Imputation of Coarsened Survey Data on Household Wealth
    • eds. R. M. Groves, D. A. Dillman, J. L. Eltinge, and R. J. A. Little, New York: Wiley
    • Heeringa, S. G., Little, R. J. A., and Raghunathan, T. E. (2002), "Multivariate Imputation of Coarsened Survey Data on Household Wealth," in Survey Nonresponse, eds. R. M. Groves, D. A. Dillman, J. L. Eltinge, and R. J. A. Little, New York: Wiley, pp. 357-371.
    • (2002) Survey Nonresponse , pp. 357-371
    • Heeringa, S.G.1    Little, R.J.A.2    Raghunathan, T.E.3
  • 9
    • 0003217726 scopus 로고
    • Using Multiple Imputations to Handle Nonresponse in Sample Surveys
    • eds. W. G. Madow, I. Olkin, and D. B. Rubin, New York: Academic Press
    • Herzog, T. N., and Rubin, D. B. (1983), "Using Multiple Imputations to Handle Nonresponse in Sample Surveys," in Incomplete Data in Sample Surveys (Vol. 2), eds. W. G. Madow, I. Olkin, and D. B. Rubin, New York: Academic Press, pp. 209-245.
    • (1983) Incomplete Data in Sample Surveys , vol.2 , pp. 209-245
    • Herzog, T.N.1    Rubin, D.B.2
  • 10
    • 0040376043 scopus 로고    scopus 로고
    • Estimating the Effect of Unearned Income on Labor Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players
    • Imbens, G. W., Rubin, D. B., and Sacerdote, B. (2001), "Estimating the Effect of Unearned Income on Labor Earnings, Savings, and Consumption: Evidence From a Survey of Lottery Players," American Economic Review, 91, 778-794.
    • (2001) American Economic Review , vol.91 , pp. 778-794
    • Imbens, G.W.1    Rubin, D.B.2    Sacerdote, B.3
  • 11
    • 0019066492 scopus 로고
    • Mixtures of Continuous and Categorical Variables in Discriminant Analysis
    • Krzanowski, W. J. (1980), "Mixtures of Continuous and Categorical Variables in Discriminant Analysis," Biometrics, 36, 493-499.
    • (1980) Biometrics , vol.36 , pp. 493-499
    • Krzanowski, W.J.1
  • 12
    • 0242605048 scopus 로고
    • Mixtures of Continuous and Categorical Variables in Discriminant Analysis: A Hypothesis Testing Approach
    • _ (1982), "Mixtures of Continuous and Categorical Variables in Discriminant Analysis: A Hypothesis Testing Approach," Biometrics, 38, 198-206.
    • (1982) Biometrics , vol.38 , pp. 198-206
  • 15
    • 0000704344 scopus 로고
    • Maximum Likelihood Estimation for Mixed Continuous and Categorical Data with Missing Values
    • Little, R. J. A., and Schluchter, M. D. (1985), "Maximum Likelihood Estimation for Mixed Continuous and Categorical Data With Missing Values," Biometrika, 72, 492-512.
    • (1985) Biometrika , vol.72 , pp. 492-512
    • Little, R.J.A.1    Schluchter, M.D.2
  • 17
    • 0000622671 scopus 로고    scopus 로고
    • Ellipsoidally Symmetric Extensions of the General Location Model for Mixed Categorical and Continuous Data
    • Liu, C., and Rubin, D. B. (1998), "Ellipsoidally Symmetric Extensions of the General Location Model for Mixed Categorical and Continuous Data," Biometrika, 85, 673-688.
    • (1998) Biometrika , vol.85 , pp. 673-688
    • Liu, C.1    Rubin, D.B.2
  • 19
    • 84972537494 scopus 로고
    • Multiple-Imputation Inference with Uncongenial Sources of Input
    • Meng, X. L. (1994), "Multiple-Imputation Inference With Uncongenial Sources of Input" (with discussion), Statistical Science, 9, 538-573.
    • (1994) Statistical Science , vol.9 , pp. 538-573
    • Meng, X.L.1
  • 20
    • 0000317187 scopus 로고
    • Multivariate Correlation Models with Discrete and Continuous Variables
    • Olkin, I., and Tate, R. F. (1961), "Multivariate Correlation Models With Discrete and Continuous Variables," Annals of Mathematical Statistics, 32, 448-465.
    • (1961) Annals of Mathematical Statistics , vol.32 , pp. 448-465
    • Olkin, I.1    Tate, R.F.2
  • 21
  • 22
    • 0001974429 scopus 로고    scopus 로고
    • Markov Chain Concepts Related to Sampling Algorithms
    • eds. W. R. Gilks, S. Richardson, and D. J. Spiegelhalter, London: Chapman & Hall
    • Roberts, G. O. (1996), "Markov Chain Concepts Related to Sampling Algorithms," in Markov Chain Monte Carlo in Practice, eds. W. R. Gilks, S. Richardson, and D. J. Spiegelhalter, London: Chapman & Hall, pp. 45-57.
    • (1996) Markov Chain Monte Carlo in Practice , pp. 45-57
    • Roberts, G.O.1
  • 23
    • 0017133178 scopus 로고
    • Missing Data and Inference
    • Rubin, D. B. (1976), "Missing Data and Inference," Biometrika, 63, 581-592.
    • (1976) Biometrika , vol.63 , pp. 581-592
    • Rubin, D.B.1
  • 26
  • 29
    • 0027348778 scopus 로고
    • Analysis of Public Use Decennial Census Data with Multiply-Imputed Industry and Occupation Codes
    • _ (1993), "Analysis of Public Use Decennial Census Data With Multiply-Imputed Industry and Occupation Codes," Journal of the Royal Statistical Society, Ser. C, 42, 545-556.
    • (1993) Journal of the Royal Statistical Society, Ser. C , vol.42 , pp. 545-556
  • 30
    • 84950758368 scopus 로고
    • The Calculation of Posterior Distributions by Data Augmentation
    • Tanner, M. A., and Wong, W. H. (1987), "The Calculation of Posterior Distributions by Data Augmentation" (with discussion), Journal of the American Statistical Association, 82, 528-550.
    • (1987) Journal of the American Statistical Association , vol.82 , pp. 528-550
    • Tanner, M.A.1    Wong, W.H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.