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Assessing the performance of statistical validation tools for megavariate metabolomics data

Statistical model validation tools such as cross-validation, jack-knifing model parameters and permutation tests are meant to obtain an objective assessment of the performance and stability of a statistical model. However, little is known about the performance of these tools for megavariate data set...

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Autors principals: Rubingh, Carina M., Bijlsma, Sabina, Derks, Eduard P. P. A., Bobeldijk, Ivana, Verheij, Elwin R., Kochhar, Sunil, Smilde, Age K.
Format: Artigo
Idioma:Inglês
Publicat: Kluwer Academic Publishers-Plenum Publishers 2006
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3906710/
https://ncbi.nlm.nih.gov/pubmed/24489531
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11306-006-0022-6
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