Statistical Methods for Microarray Data Analysis

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F13%3A10159485" target="_blank" >RIV/00216208:11320/13:10159485 - isvavai.cz</a>

Výsledek na webu

<a href="http://link.springer.com/book/10.1007%2F978-1-60327-337-4" target="_blank" >http://link.springer.com/book/10.1007%2F978-1-60327-337-4</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-1-60327-337-4" target="_blank" >10.1007/978-1-60327-337-4</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Statistical Methods for Microarray Data Analysis

Popis výsledku v původním jazyce

Microarrays for simultaneous measurement of redundancy of RNA species are widely used for fundamental biology research. They are also tested for their use in personalized medicine in disease diagnosis and prognosis. From the point of mathematical statistics, the invention of microarray technology in the mid-1990s allowed the simultaneous monitoring of the expression levels of thousands of genes. Microarrays for simultaneous measurement of redundancy of RNA species are used in fundamental biology as wellas in medical research. Microarray may be considered as an observation of very high dimensionality equal to the number of expression levels. There arise some needs to develop new statistical methods to handle the data of such large dimensionality, especially connected to the fact of small number of observations (which is the number of arrays). Because of the small number of observations the standard asymptotic methods of multivariate statistical analysis appear to be inapplicable. The a

Název v anglickém jazyce

Statistical Methods for Microarray Data Analysis

Popis výsledku anglicky

Microarrays for simultaneous measurement of redundancy of RNA species are widely used for fundamental biology research. They are also tested for their use in personalized medicine in disease diagnosis and prognosis. From the point of mathematical statistics, the invention of microarray technology in the mid-1990s allowed the simultaneous monitoring of the expression levels of thousands of genes. Microarrays for simultaneous measurement of redundancy of RNA species are used in fundamental biology as wellas in medical research. Microarray may be considered as an observation of very high dimensionality equal to the number of expression levels. There arise some needs to develop new statistical methods to handle the data of such large dimensionality, especially connected to the fact of small number of observations (which is the number of arrays). Because of the small number of observations the standard asymptotic methods of multivariate statistical analysis appear to be inapplicable. The a

Druh

O - Ostatní výsledky

CEP obor

BB - Aplikovaná statistika, operační výzkum

OECD FORD obor

—

Projekt

—

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2013

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů