Local Wavelet-Vaguelette-Based Functional Classification of Gene Expression Data

CONTENIDO DE LIBRE ACCESO

Este contenido es de libre acceso. Solo haz clic en el siguiente botón.

Descripción: This paper focuses on the problem of functional statistical classification of gene expression curves. A local-wavelet-vaguelette-based functional logistic regression approach is presented. This approach is specially suitable for the classification of non-stationary singular (non- differentiable) curves. The performance of the methodology proposed is illustrated by implementing it for the classification of yeast cell-cycle temporal gene expression profiles. A simulation study is also carried out for comparison with other functional classification methodologies.
Citación recomendada (normas APA)
: Margarita María; Ruiz Medina Rincón Hidalgo, "Local Wavelet-Vaguelette-Based Functional Classification of Gene Expression Data", -:Biometrical Journal, 2012. Consultado en línea en la Biblioteca Digital de Bogotá (https://www.bibliotecadigitaldebogota.gov.co/resources/2089285/), el día 2025-05-11.

Información adicional