The SURVEYIMPUTE Procedure

Andridge, R. R., and Little, R. J. A. (2010). “A Review of Hot Deck Imputation for Survey Non-response.” International Statistical Review 78:40–64.

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

Bethlehem, J. (2009). Applied Survey Methods: A Statistical Perspective. Hoboken, NJ: John Wiley & Sons.

Brick, J. M., and Kalton, G. (1996). “Handling Missing Data in Survey Research.” Statistical Methods in Medical Research 5:215–238.

Dippo, C. S., Fay, R. E., and Morganstein, D. H. (1984). “Computing Variances from Complex Samples with Replicate Weights.” In Proceedings of the Survey Research Methods Section, 489–494. Alexandria, VA: American Statistical Association.

Fay, R. E. (1984). “Some Properties of Estimates of Variance Based on Replication Methods.” In Proceedings of the Survey Research Methods Section, 495–500. Alexandria, VA: American Statistical Association.

Fay, R. E. (1989). “Theory and Application of Replicate Weighting for Variance Calculations.” In Proceedings of the Survey Research Methods Section, 212–217. Alexandria, VA: American Statistical Association.

Fay, R. E. (1993). “Valid Inferences from Imputed Survey Data.” In Proceedings of the Survey Research Methods Section, 41–48. Alexandria, VA: American Statistical Association.

Fay, R. E. (1996). “Alternative Paradigms for the Analysis of Imputed Survey Data.” Journal of the American Statistical Association 91:490–498.

Fellegi, I. P., and Holt, D. (1976). “A Systematic Approach to Automatic Edit and Imputation.” Journal of the American Statistical Association 71:17–35.

Fuller, W. A. (2009). Sampling Statistics. Hoboken, NJ: John Wiley & Sons.

Fuller, W. A., and Kim, J. K. (2005). “Hot Deck Imputation for the Response Model.” Survey Methodology 31:139–149.

Haziza, D. (2009). “Imputation and Inference in the Presence of Missing Data.” In Sample Surveys: Design, Methods, and Applications, edited by D. Pfeffermann, and C. R. Rao, 215–246. Vol. 29A of Handbook of Statistics. Amsterdam: North-Holland.

Ibrahim, J. G. (1990). “Incomplete Data in Generalized Linear Models.” Journal of the American Statistical Association 85:765–769.

Judkins, D. R. (1990). “Fay’s Method for Variance Estimation.” Journal of Official Statistics 6:223–239.

Kalton, G., and Kasprzyk, D. (1986). “The Treatment of Missing Survey Data.” Survey Methodology 12:1–16.

Kalton, G., and Kish, L. (1984). “Some Efficient Random Imputation Methods.” Communications in Statistics—Theory and Methods 13:1919–1939.

Kim, J. K. (2002). “A Note on Approximate Bayesian Bootstrap Imputation.” Biometrika 89:470–477.

Kim, J. K., and Fuller, W. A. (2004). “Fractional Hot Deck Imputation.” Biometrika 91:559–578.

Kim, J. K., and Fuller, W. A. (2013). “Hot Deck Imputation for Multivariate Missing Data.” In Proceedings of the Fifty-Ninth ISI World Statistics Congress, 924–929. The Hague: International Statistics Institute.

Kim, J. K., and Shao, J. (2014). Statistical Methods for Handling Incomplete Data. Boca Raton, FL: CRC Press.

Little, R. J. A., and Rubin, D. B. (2002). Statistical Analysis with Missing Data. 2nd ed. Hoboken, NJ: John Wiley & Sons.

Lohr, S. L. (2010). Sampling: Design and Analysis. 2nd ed. Boston: Brooks/Cole.

Matsumoto, M., and Nishimura, T. (1998). “Mersenne Twister: A 623-Dimensionally Equidistributed Uniform Pseudo-random Number Generator.” ACM Transactions on Modeling and Computer Simulation 8:3–30.

Myers, T. A. (2011). “Goodbye, Listwise Deletion: Presenting Hot Deck Imputation as an Easy and Effective Tool for Handling Missing Data.” Communication Methods and Measures 5:297–310.

Rao, J. N. K., and Shao, J. (1992). “Jackknife Variance Estimation with Survey Data under Hot Deck Imputation.” Biometrika 79:811–822.

Rubin, D. B., and Schenker, N. (1986). “Multiple Imputation for Interval Estimation from Simple Random Samples with Ignorable Nonresponse.” Journal of the American Statistical Association 81:366–374.

Särndal, C. E., and Lundström, S. (2005). Estimation in Surveys with Nonresponse. Chichester, UK: John Wiley & Sons.

Särndal, C. E., Swensson, B., and Wretman, J. (1992). Model Assisted Survey Sampling. New York: Springer-Verlag.

Shao, J., and Tu, D. (1995). The Jackknife and Bootstrap. New York: Springer-Verlag.

Tillé, Y. (2006). Sampling Algorithms. New York: Springer.

Wolter, K. M. (2007). Introduction to Variance Estimation. 2nd ed. New York: Springer.