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Sparse designs for estimating variance components of nested random factors
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dc.contributor.author | Bailey, R. A. | |
dc.contributor.author | Fernandes, Célia | |
dc.contributor.author | Ramos, Paulo | |
dc.date.accessioned | 2021-01-21T13:30:09Z | |
dc.date.available | 2021-01-21T13:30:09Z | |
dc.date.issued | 2021-09 | |
dc.identifier | 272336889 | |
dc.identifier | bc15ab7d-7bb9-4bd3-bbbd-f3e949604e6d | |
dc.identifier | 85100482358 | |
dc.identifier | 000631884000006 | |
dc.identifier.citation | Bailey , R A , Fernandes , C & Ramos , P 2021 , ' Sparse designs for estimating variance components of nested random factors ' , Journal of Statistical Planning and Inference , vol. 214 , pp. 76-88 . https://doi.org/10.1016/j.jspi.2021.01.002 | en |
dc.identifier.issn | 0378-3758 | |
dc.identifier.other | ORCID: /0000-0002-8990-2099/work/87404206 | |
dc.identifier.uri | https://hdl.handle.net/10023/21300 | |
dc.description | Funding: This work is funded by National Funds through the FCT- Fundação para a Ciência e a Tecnologia, I.P., under the scope of the project UIDB/00297/2020 (Center for Mathematics and Applications). | en |
dc.description.abstract | A new class of designs is introduced for both estimating the variance components of nested factors and testing hypotheses about those variance components. These designs are flexible, and can be chosen so that the degrees of freedom are more evenly spread among the factors than they are in balanced nested designs. The variances of the estimators are smaller than those in stair nested designs of comparable size. The mean squares used in the estimation process are mutually independent, which avoids some of the problems with staggered nested designs. | |
dc.format.extent | 326872 | |
dc.format.extent | 129510 | |
dc.language.iso | eng | |
dc.relation.ispartof | Journal of Statistical Planning and Inference | en |
dc.subject | Balanced nested designs | en |
dc.subject | Nested factors | en |
dc.subject | Staggered nested designs | en |
dc.subject | Stair nested designs | en |
dc.subject | Variance components | en |
dc.subject | QA Mathematics | en |
dc.subject | T-NDAS | en |
dc.subject.lcc | QA | en |
dc.title | Sparse designs for estimating variance components of nested random factors | en |
dc.type | Journal article | en |
dc.contributor.institution | University of St Andrews. Statistics | en |
dc.contributor.institution | University of St Andrews. Centre for Interdisciplinary Research in Computational Algebra | en |
dc.identifier.doi | 10.1016/j.jspi.2021.01.002 | |
dc.description.status | Peer reviewed | en |
dc.date.embargoedUntil | 2021-01-20 |
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