Analyzing Compositional Data with R

This book presents the statistical analysis of compositional data sets, i.e., data in percentages, proportions, concentrations, etc. The subject is covered from its grounding principles to the practical use in descriptive exploratory analysis, robust linear models and advanced multivariate statistic...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: van den Boogaart, K. Gerald (Autor), Tolosana-Delgado, Raimon (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Colección:Use R!,
Temas:
Statistics .
Mathematical statistics-Data processing.
Geochemistry.
Statistical Theory and Methods.
Statistics and Computing.
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction
  • Fundamental Concepts of Compositional Data Analysis
  • Distributions for Random Compositions
  • Descriptive Analysis of Compositional Data
  • Linear Models for Compositions
  • Multivariate Statistics
  • Zeroes, Missings and Outliers
  • References
  • Index.  .

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