Analysis of Multivariate and High-Dimensional Data
Theory and Practice
Omschrijving
This modern approach integrates classical and contemporary methods, fusing theory and practice and bridging the gap to statistical learning 'Big data' poses challenges that require both classical multivariate methods and modern machine-learning techniques. This coherent treatment integrates theory with data analysis, visualisation and interpretation of the analysis. Problems, data sets and MATLAB (R) code complete the package. It is suitable for master's/graduate students in statistics and working scientists in data-rich disciplines.
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