Imputation of missing data with different missingness mechanism
This paper presents a study on the estimation of missing data. Data samples with different missingness mechanism namely Missing Completely At Random (MCAR), Missing At Random (MAR) and Missing Not At Random (MNAR) are simulated accordingly. Expectation maximization (EM) algorithm and mean imputation...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Penerbit UTM Press
2012
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| Subjects: | |
| Online Access: | http://eprints.utm.my/id/eprint/47093/1/HoMingKang2012_ImputationofMissingData.pdf http://eprints.utm.my/id/eprint/47093/ https://jurnalteknologi.utm.my/index.php/jurnalteknologi/article/view/1523/0 |
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