| dc.creator | Gallón Gómez, Santiago Alejandro | |
| dc.creator | Loubes, Jean Michel | |
| dc.creator | Maza, Elie | |
| dc.date | 2017-05-24T21:59:16Z | |
| dc.date | 2017-05-24T21:59:16Z | |
| dc.date | 2013 | |
| dc.date.accessioned | 2023-08-28T19:35:03Z | |
| dc.date.available | 2023-08-28T19:35:03Z | |
| dc.identifier | Gallón Gómez, S. A., Loubes, J. M. & Maza, E. (2013). Statistical properties of the quantile normalization method for density curve alignment. Mathematical Biosciences, 242(2), 129-142. | |
| dc.identifier | 0025-5564 | |
| dc.identifier | http://hdl.handle.net/10495/7347 | |
| dc.identifier.uri | https://repositorioslatinoamericanos.uchile.cl/handle/2250/8464251 | |
| dc.description | ABSTRACT: The article investigates the large sample properties of the quantile normalization method by Bolstad et al.
(2003) [4] which has become one of the most popular methods to align density curves in microarray data
analysis. We prove consistency of this method which is viewed as a particular case of the structural
expectation procedure for curve alignment, which corresponds to a notion of barycenter of measures
in the Wasserstein space. Moreover, we show that, this method fails in some case of mixtures, and we
propose a new methodology to cope with this issue. | |
| dc.format | 13 | |
| dc.format | application/pdf | |
| dc.format | application/pdf | |
| dc.language | eng | |
| dc.publisher | Elsevier | |
| dc.publisher | Estados Unidos | |
| dc.rights | Atribución 2.5 | |
| dc.rights | info:eu-repo/semantics/openAccess | |
| dc.rights | http://creativecommons.org/licenses/by/2.5/co/ | |
| dc.rights | http://purl.org/coar/access_right/c_abf2 | |
| dc.rights | https://creativecommons.org/licenses/by-nc-nd/4.0/ | |
| dc.subject | Wasserstein distance | |
| dc.subject | Curve registration | |
| dc.subject | Manifold registration | |
| dc.subject | Microarray data analysis | |
| dc.subject | Normalization | |
| dc.subject | Order statistics | |
| dc.subject | Structural expectation | |
| dc.title | Statistical properties of the quantile normalization method for density curve alignment | |
| dc.type | info:eu-repo/semantics/article | |
| dc.type | info:eu-repo/semantics/publishedVersion | |
| dc.type | http://purl.org/coar/resource_type/c_2df8fbb1 | |
| dc.type | https://purl.org/redcol/resource_type/ART | |
| dc.type | Artículo de investigación | |
