A Review of Hot Deck Imputation for Survey Non‐response
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Andridge R.R., 2009, The use of sample weights in hot deck imputation, J. Official Stat., 25, 21
Bailar J.C., 1978, ASA Proc. Section on Survey Res. Methods, 462
Bankier M., 1994, ASA Proc. Section on Survey Res. Methods, 242
Bankier M., 1995, ASA Proc. Section on Survey Res. Methods, 287
Bankier M., 2000, Proceedings of the Second International Conference on Establishment Surveys, 571
Bowman K., 2005, 2003 NSDUH Methodological Resource Book
Breiman L., 1993, Classification and Regression Trees
Brick J.M., 2004, Variance estimation with hot deck imputation using a model, Surv. Methodol., 30, 57
Burns R.M., 1990, U.S. Bureau of the Census Proceedings of the Sixth Annual Research Conference, 655
Chen J., 1999, Inference with survey data imputed by hot deck when imputed values are nonidentifiable, Statist. Sinica., 9, 361
Chen J., 2000, Nearest neighbor imputation for survey data, J. Official. Stat., 16, 113
Cochran W.G., 1977, Sampling Techniques
Cotton C.(1991).Functional description of the generalized edit and imputation system. Tech. rep. Statistics Canada .
Cox B.G., 1980, ASA Proc. Section on Survey Res. Methods, 721
Cox B.G., 1981, ASA Proc. Section on Survey Res. Methods, 412
Efron B., 1994, Missing data, imputation, and the bootstrap, J. Amer. Statist. Assoc., 89, 463, 10.1080/01621459.1994.10476768
England A.M., 1994, ASA Proc. Section on Survey Res. Methods, 406
Ezzati‐Rice T.M., 1993, ASA Proc. Section on Survey Res. Methods, 292
Ezzati‐Rice T.M., 1993, ASA Proc. Section on Survey Res. Methods, 303
Fay R.E., 1993, ASA Proc. Section on Survey Res. Methods, 41
Fay R.E., 1996, Alternative paradigms for the analysis of imputed survey data, J. Amer. Statist. Assoc., 91, 490, 10.1080/01621459.1996.10476909
Fay R.E., 1999, ASA Proc. Section on Survey Res. Methods, 112
Fellegi I.P., 1976, A systematic approach to automatic edit and imputation, J. Amer. Statist. Assoc., 71, 17, 10.1080/01621459.1976.10481472
Ford B.L., 1983, Incomplete Data in Sample Surveys, 185
Grau E.A., 2004, ASA Proc. Section on Survey Res. Methods, 3588
Haziza D., 2006, A nonresponse model approach to inference under imputation for missing survey data, Surv. Method., 32, 53
Herzog T.N., 2009, Data Quality and Record Linkage Techniques
Judkins D.R., 1997, Proceedings of Statistics Canada Symposium 97
Judkins D.R., 1993, ASA Proc. Section on Survey Res. Methods, 458
Kalton G., 1986, The treatment of missing survey data, Surv. Method., 12, 1
Khare M., 1993, ASA Proc. Section on Survey Res. Methods, 297
Lazzeroni L.G., 1990, ASA Proc. Section on Survey Res. Methods, 260
Lillard L. Smith J.P.&Welch F.(1982).What do we really know about wages: The importance of non‐reporting and census imputation. Tech. rep. Rand Corporation Santa Monica CA .
Little R.J.A., 2004, Robust likelihood‐based analysis of multivariate data with missing values, Statist. Sinica., 14, 949
Little R.J.A., 2005, Does weighting for nonresponse increase the variance of survey means, Surv. Method., 31, 161
Marker D.A., 2002, Survey Nonresponse, 329
National Center for Education Statistics(2002).NCES statistical standards. Tech. rep. U.S. Department of Education .
Oh H.L., 1983, Incomplete Data in Sample Surveys, 143
Ono M., 1969, ASA Proc. Social Statistics Section, 277
Platek R., 1983, Incomplete Data in Sample Surveys, 249
R Development Core Team, 2007, R: A Language and Environment for Statistical Computing
Raghunathan T.E., 2001, A multivariate technique for multiply imputing missing values using a sequence of regression models, Surv. Method., 21, 85
Rancourt E., 1999, ASA Proc. Section on Survey Res. Methods, 131
Rancourt E., 1994, ASA Proc. Section on Survey Res. Methods, 888
Rubin D.B., 1978, ASA Proc. Section on Survey Res. Methods, 20
Saigo H., 2001, A repeated half‐sample bootstrap and balanced repeated replications for randomly imputed data, Surv. Method., 27, 189
Särndal C.E., 1992, Methods for estimating the precision of survey estimates when imputation has been used, Surv. Method., 18, 241
Shao J., 1999, Approximate balanced half sample and repeated replication methods for imputed survey data, Sankhya Ser. B, 61, 187
Srivastava M.S., 1986, The maximum likelihood method for non‐response in sample surveys, Surv. Method., 12, 61
U.S. Bureau of the Census(2002).Technical paper 63. Tech. rep. U.S. Government Printing Office .
U.S. Bureau of the Census, 2003, UN/ECE Work Session of Statistical Data Editing
U.S. Department of Health and Human Services(1994).Plan and operation of the third national health and nutrition examination survey 1988‐94. Tech. rep. National Center for Health Statistics Centers for Disease Control and Prevention .
U.S. Department of Health and Human Services(2001).Third national health and nutrition examination survey (nhanes iii 1988‐1994): Multiply imputed data set. cd‐rom series 11 no. 7a. Tech. rep. National Center for Health Statistics Centers for Disease Control and Prevention .
Van Buuren S.&Oudshoorn C.G.M.(1999).Flexible multivariate imputation by MICE. Tech. rep. TNO Prevention and Health Leiden .
Williams R.L., 1981, ASA Proc. Section on Survey Res. Methods, 406