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https://hdl.handle.net/20.500.14279/9935| Title: | Bias reduction with Variable Percent Bias Reducing matching |
| Authors: | Yatracos, Yannis G. |
| metadata.dc.contributor.other: | Γιατράκος, Γιάννης |
| Major Field of Science: | Natural Sciences |
| Field Category: | Mathematics |
| Keywords: | Bias reduction;Matching |
| Issue Date: | 1-Mar-2016 |
| Source: | Statistics and Probability Letters, 2016, vol. 110, pp. 181-184 |
| Volume: | 110 |
| Start page: | 181 |
| End page: | 184 |
| Journal: | Statistics & Probability Letters |
| Abstract: | The bias in linear combinations, a'X, of treatment and control X-covariates obtained with EPBR matching can be reduced when all a-coordinates have same sign, using Variable Percent Bias Reducing (VPBR) matching for selected X-covariates' subgroups. For specified subsets of a-values, VPBR matching reduces the absolute bias. |
| URI: | https://hdl.handle.net/20.500.14279/9935 |
| ISSN: | 01677152 |
| DOI: | 10.1016/j.spl.2015.12.027 |
| Rights: | © Elsevier |
| Type: | Article |
| Affiliation : | Cyprus University of Technology |
| Publication Type: | Peer Reviewed |
| Appears in Collections: | Άρθρα/Articles |
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