Imputation for missing data and variance estimation when auxiliary information is incomplete

Model Assisted Statistics and Applications

Volumn 1, Issue 2, 2005, Pages 83-94

  Liu, Li ^a   Tu, Yujuan ^a   Li, Yingfu ^b   Zou, Guohua ^a  

^a CHINESE ACADEMY OF SCIENCES   (China)

^b UNIVERSITY OF HOUSTON CLEAR LAKE   (United States)

Author keywords

Incomplete auxiliary variable; Jackknife variance estimator; Missing data; Nonresponse; Ratio imputation

Indexed keywords

EID: 85013617321     PISSN: 15741699     EISSN: None     Source Type: Journal    
DOI: 10.3233/mas-2005-1204     Document Type: Article

References (14)

1. I.P. David and B.V. Sukhatme, On the bias and mean square error of the ratio estimator, Journal of the American Statistical Association 69(1974), 464-466.
2. J.N.K. Rao, On variance estimation with imputed survey data, Journal of the American Statistical Association 91 (1996), 499-506.
3. J.N.K. Rao and J. Shao, Jackknife variance estimation with survey data under hot deck imputation, Biometrika 79 (1992), 811-822.
4. J.N.K. Rao and R.R. Sitter, Variance estimation under two-phase sampling with application to imputation for missing data, Biometrika 82(1995), 453-460.
5. S. Singh, Advanced Sampling Theory with Applications, Kluwer Academic Publishers, Dordrecht, The Netherlands, 2003.
6. S. Singh and B. Deo, Imputing with power transformation, Statistical Papers 44 (2003), 555-579.
7. S. Singh and S. Horn, Compromized imputation in survey sampling, Metrika 51 (2000), 267-276.
8. S. Singh, S. Horn and D.S. Tracy, Hybrid of calibration and imputation: estimation of mean in survey sampling, Statistica 61 (2001), 27-41.
9. R.R. Sitter and J.N.K. Rao, Imputation for missing values and corresponding variance estimation, The Canadian Journal of Statistics 25(1997), 61-73.
10. C.J. Skinner and J.N.K. Rao, Jackknife variance estimation for multivariate statistics under hot-deck imputation from common donors, Journal of Statistical Planning and Inference 102 (2002), 149-167.
11. G.H. Zou and S.Y. Feng, Sample rotation method with missing data, The 4th ICSA Statistical Conference, Kunming, August 1998.
12. G.H. Zou, S.Y. Feng and H.Z. Qin, Sample rotation theory with missing data, Science in China Ser. A45 (2002), 42-63.
13. G.H. Zou and Y. Li, On variance estimation of the ratio estimator under two-phase sampling, Statistics 37 (2003), 1-16.
14. G.H. Zou, Y.F. Li and S.Y. Feng, A new imputation method for missing data and its application, The 5th ICSA Statistical Conference, Hong Kong, August 2001.