WebMultiple co-inertia analysis (MCIA) is a multivariate analysis method that could be used to analyze multiple tables measuring the same set of individuals, this package provides a …WebIn this chapter, we describe the application of co-inertia analysis (CIA; for analyzing two datasets) and multiple co-inertia analysis (MCIA; for three or more datasets) to address this problem. These methods are powerful yet simple multivariate approaches that represent samples using a lower number of variables, allowing a more easily ...
Integrated metabolome analysis reveals novel connections
Webcia.nf An integer indicating the number of kept axes cia.scan A logical indicating whether the co-inertia analysis eigenvalue (scree) plot should be shown so that the number of axes, (cia.nf) can be selected interactively. De-fault value is FALSE. nsc A logical indicating whether multiple co-inertia analysis should be performedWebCo-inertia analysis (CIA) is a term that describes how to examine covariant gene expression patterns between microarray datasets from two different platforms. The *ade4* and *made4* packages contain multivariate statistical methods including those to analyse one data table, two data tables, and even multi-table analysis. ... the gallery build
Co‐inertia analysis: an alternative method for studying species ...
WebJun 30, 2016 · Co inertia analysis results. A combination of unsupervised CIA (using correspondence analysis) and supervised CIA (using BGA) was employed to simultaneously analyze mRNA expression levels from microarray and miR target prediction information in the 3′UTRs of the same genes. Five such analyses were conducted using …WebCo-inertia analysis (CIA) results based on two datasets (plant physico-and biochemical variables and gene expression data). (A) Projections of the principal axes of the two …WebJun 29, 2024 · Co-inertia analysis (CIA) is a multivariate method that identifies trends or co-relationships in multiple datasets which contain the same samples. CIA simultaneously finds ordinations (dimension ...the gallery by pavilion