Topological Sensitivity Analysis Using R

The aim of our investigation is to use R to create a tool to estimate the relevance of random variables within a model. The algorithm will extract the geometric information from a data cloud by exploiting its topological features. It will reveal the reconstruction of the corresponding enveloping man...

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Detalles Bibliográficos
Autores principales: Solís, Maikol, Hernández, Alberto, Zúñiga, Ronald
Formato: Objeto de conferencia Resumen
Lenguaje:Inglés
Publicado: 2018
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Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/72543
http://47jaiio.sadio.org.ar/sites/default/files/LatinR_29.pdf
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Sumario:The aim of our investigation is to use R to create a tool to estimate the relevance of random variables within a model. The algorithm will extract the geometric information from a data cloud by exploiting its topological features. It will reveal the reconstruction of the corresponding enveloping manifold.