Exploratory Multivariate Analysis by Example UsingR

Exploratory Multivariate Data Analysis

Cover The words on the front and back cover pages have been ordered by letting MATLAB ® choose randomly and uniformly from a list of selected keywords. i Preface This PhD dissertation is based on a series of research projects conducted at The Royal Veterinary and Agricultural University (KVL), in the Chemometrics Research Group of Professor Lars Munck and colleagues during the period 1996-99. P...

Exploratory analysis of multivariate image data

Multivariate exploratory tools for microarray data analysis.

The ultimate success of microarray technology in basic and applied biological sciences depends critically on the development of statistical methods for gene expression data analysis. The most widely used tests for differential expression of genes are essentially univariate. Such tests disregard the multidimensional structure of microarray data. Multivariate methods are needed to utilize the inf...

Software Integration for Multivariate Exploratory Spatial Data Analysis

This paper describes a decade’s worth of evolution of integrating software to support exploratory spatial data analysis (ESDA) where there are multiple measured attributes. The multivariate graphics tools we use are XGobi, and more recently, GGobi. The paper is divided into two parts. In the first part, we review early experiments in software linking for ESDA, which used XGobi, different Geogra...

Data Nonlinearity in Exploratory Multivariate Analysis of Language Corpora

Da ta n o n lin e a r ity in e x p lo r a to r y m u ltiv a r ia te a n a ly s is o f la n g u a g e c o r p o r a A b s tr a c t D a ta n o n lin e a rity h a s h is to ric a lly n o t b e e n a n d c u r re n tly is n o t a n is s u e in w o r k o n e x p lo r a to r y m u ltiv a ria te a n a ly s is o f la n g u a g e c o r p o ra. H o w e v e r, th e p r e s e n c e o f n o n lin e a r ity ...