The MI Procedure

References

Anderson, T.W. (1984), An Introduction to Multivariate Statistical Analysis, Second Edition, New York: John Wiley & Sons, Inc.

Allison, P.D. (2000), "Multiple Imputation for Missing Data: A Cautionary Tale," Sociological Methods and Research, 28, 301 -309.

Barnard, J. and Rubin, D.B. (1999), "Small-Sample Degrees of Freedom with Multiple Imputation," Biometrika, 86, 948 -955.

Dempster, A.P., Laird, N.M., and Rubin, D.B. (1977), "Maximum Likelihood from Incomplete Data via the EM Algorithm," Journal of the Royal Statistical Society, Ser. B., 39, 1 -38.

Gelman, A. and Rubin, D.B. (1992), "Inference from Iterative Simulation Using Multiple Sequences," Statistical Science, 7, 457 -472.

Goodnight, J.H. (1979), "A Tutorial on the Sweep Operator," American Statistician, 33, 149 -158.

Lavori, P.W., Dawson, R., and Shera, D. (1995), "A Multiple Imputation Strategy for Clinical Trials with Truncation of Patient Data," Statistics in Medicine, 14, 1913 -1925.

Li, K.H. (1988), "Imputation Using Markov Chains," Journal of Statistical Computation and Simulation, 30, 57 -79.

Li, K.H., Raghunathan, T.E., and Rubin, D.B. (1991), "Large-Sample Significance Levels from Multiply Imputed Data Using Moment-Based Statistics and an F Reference Distribution," Journal of the American Statistical Association, 86, 1065 -1073.

Little, R.J.A. and Rubin, D.B. (1987), Statistical Analysis with Missing Data, New York: John Wiley & Sons, Inc.

Liu, C. (1993), "Bartlett's Decomposition of the Posterior Distribution of the Covariance for Normal Monotone Ignorable Missing Data," Journal of Multivariate Analysis, 46, 198 -206.

McLachlan, G.J. and Krishnan, T. (1997), The EM Algorithm and Extensions, New York: John Wiley & Sons, Inc.

Rosenbaum, P.R. and Rubin, D.B. (1983), "The Central Role of the Propensity Score in Observational Studies for Causal Effects," Biometrika, 70, 41 -55.

Rubin, D.B. (1976), "Inference and Missing Data," Biometrika, 63, 581 -592.

Rubin, D.B. (1987), Multiple Imputation for Nonresponse in Surveys, New York: John Wiley & Sons, Inc.

Rubin, D.B. (1996), "Multiple Imputation After 18+ Years," Journal of the American Statistical Association, 91, 473 -489.

SAS Institute Inc. (1999), SAS/ETS User's Guide, Version 8, Cary, NC: SAS Institute Inc.

SAS Institute Inc. (1999), SAS/GRAPH Software: Reference, Version 8, Cary, NC: SAS Institute Inc.

SAS Institute Inc. (1999), SAS Language Reference: Concepts, Version 8, Cary, NC: SAS Institute Inc.

SAS Institute Inc. (1999), SAS Procedures Guide, Version 8, Cary, NC: SAS Institute Inc.

SAS Institute Inc. (1999), SAS/STAT User's Guide, Version 8, Cary, NC: SAS Institute Inc.

Schafer, J.L. (1997), Analysis of Incomplete Multivariate Data, New York: Chapman and Hall.

Tanner, M.A. and Wong, W.H. (1987), "The Calculation of Posterior Distributions by Data Augmentation," Journal of the American Statistical Association, 82, 528 -540.

Chapter Contents
Previous
Next
Top