Boogaart, Karl Gerald van den, 1971-
Analyzing compositional data with R / K. Gerald van den Boogaart, Raimon Tolosana-Delgado. -- Berlin ; New York : Springer, [2013]. -- ©2013. -- 1 online zdroj (xv, 258 stran) : ilustrace (některé barevně). -- (Use R!). -- Obsahuje: Introduction -- What are compositional data? -- Getting started with R -- References -- Fundamental concepts of compositional data analysis -- A practical view to compositional concepts -- Principles of compositional analysis -- Elementary compositional graphics -- Multivariate scales -- The Aitchison simplex -- References -- Distributions for random compositions -- Continuous distribution models -- Models for count compositions -- Relations between distributions -- References -- Descriptive analysis of compositional data -- Descriptive statistics -- Exploring marginals -- Exploring projections -- References -- Linear models for compositions -- Introduction -- Compositions as independent variables -- Compositions as dependent variables -- Compositions as both dependent and independent variables -- Advanced considerations -- References -- Multivariate statistics -- Principal component analysis: exploring codependence -- Cluster analysis: detecting natural groups -- Discriminant analysis -- Other multivariate techniques -- References -- Zeros, missings, and outliers -- Descriptive analysis with and of missings -- Working with missing values -- Outliers -- Descriptive analysis of outliers -- Working with outliers -- References. -- ISBN : 9783642368097 (online ; pdf). -- 3642368093. -- 9783642368080.
Tolosana-Delgado, Raimon
zpracování dat. R (programovací jazyk). elektronické knihy
004.62. 004.43R. (0.034.2:08)