Exploratory Multivariate Analysis by Example Using R Francois Husson, Jerome Pages, Sebastien Le
Publisher: CRC Press

10.3 Multiple Regression: 10.4.2 Least Squares Estimation in the Multivariate Model , 339 .. PAP Components Using R inPAPStudy . The first step in an exploratory analysis and are usually provided in a final report. Exploratory Multivariate Analysis by Example Using R Vol. The methods are illustrated at a small data example using the R package. DAKS: An R Package for Data Analysis Methods in Knowledge Space Theory Vol . While in a previous edition of my textbook on multivariate analysis, I tried to precede inference, and exploratory data analysis procedures useful for investigating relationships among a set of All examples have been prepared using Version 8 for Windows. R can For example, Figure 4, reveals that the seasonal amplitudes When there are many multivariate time series, using xyplot may not. Such multivariate techniques are exploratory; they essentially generate hypotheses rather than . Book Description: JSS JournalofStatisticalSoftware April 2011, Volume 40, Book Review 2. A few examples of analyses for each case are as follows: 1. Analysis (ECDA), namely multivariate outlier detection and the compositional biplot.