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Research at Burgas Free University >
1. Годишници на БСУ / BFU Yearbooks >
2010 >
Please use this identifier to cite or link to this item:
http://research.bfu.bg:8080/jspui/handle/123456789/107
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| Title: | Липсващите стойности при наблюдението на работната сила – 2007 г. в България |
| Other Titles: | Missing values in labour force survey 2007 in Bulgaria |
| Authors: | Lazarov, Deyan |
| Keywords: | Missing Values
Missing Mechanism
Missing pattern
Labour Force Survey
Imputation
EM algorithm |
| Issue Date: | 2010 |
| Publisher: | Бургаски свободен университет, 8000 Бургас, бул. "Сан Стефано" №62 |
| Series/Report no.: | BFU TOM XXIII;str-70 |
| Abstract: | The paper discusses the principles of missing values (MV) patterns and mechanisms. Using Labour Force Survey conducted in Bulgaria 2007 by National Statistical Institute are evaluated the MV mechanisms among employed by permanence of job and is shown that mechanism is not MCAR. In efforts to sift the MAR and MNAR mechanisms K-means cluster procedure is used and two different groups of individuals ware found. In this two groups are implemented imputation by EM algorithm that performs very well in this situation. |
| Description: | Годишник на БСУ 2010 том XXIII |
| URI: | http://research.bfu.bg:8080/jspui/handle/123456789/107 |
| ISSN: | 1311-221-X |
| Appears in Collections: | 2010
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