Selecting the number of imputed datasets when using multiple imputation for missing data and disclosure limitation
Publication
, Journal Article
Reiter, JP
Published in: Statistics and Probability Letters
January 1, 2008
Multiple imputation can handle missing data and disclosure limitation simultaneously. First, fill in the missing data to generate m completed datasets, then replace confidential values in each completed dataset with r imputations. I investigate how to select m and r. © 2007 Elsevier B.V. All rights reserved.
Duke Scholars
Published In
Statistics and Probability Letters
DOI
ISSN
0167-7152
Publication Date
January 1, 2008
Volume
78
Issue
1
Start / End Page
15 / 20
Related Subject Headings
- Statistics & Probability
- 4905 Statistics
- 3802 Econometrics
- 1403 Econometrics
- 0104 Statistics
- 0102 Applied Mathematics
Citation
APA
Chicago
ICMJE
MLA
NLM
Reiter, J. P. (2008). Selecting the number of imputed datasets when using multiple imputation for missing data and disclosure limitation. Statistics and Probability Letters, 78(1), 15–20. https://doi.org/10.1016/j.spl.2007.04.020
Reiter, J. P. “Selecting the number of imputed datasets when using multiple imputation for missing data and disclosure limitation.” Statistics and Probability Letters 78, no. 1 (January 1, 2008): 15–20. https://doi.org/10.1016/j.spl.2007.04.020.
Reiter JP. Selecting the number of imputed datasets when using multiple imputation for missing data and disclosure limitation. Statistics and Probability Letters. 2008 Jan 1;78(1):15–20.
Reiter, J. P. “Selecting the number of imputed datasets when using multiple imputation for missing data and disclosure limitation.” Statistics and Probability Letters, vol. 78, no. 1, Jan. 2008, pp. 15–20. Scopus, doi:10.1016/j.spl.2007.04.020.
Reiter JP. Selecting the number of imputed datasets when using multiple imputation for missing data and disclosure limitation. Statistics and Probability Letters. 2008 Jan 1;78(1):15–20.
Published In
Statistics and Probability Letters
DOI
ISSN
0167-7152
Publication Date
January 1, 2008
Volume
78
Issue
1
Start / End Page
15 / 20
Related Subject Headings
- Statistics & Probability
- 4905 Statistics
- 3802 Econometrics
- 1403 Econometrics
- 0104 Statistics
- 0102 Applied Mathematics