Analysis of Multivariate and High-Dimensional Data by Inge Koch

By Inge Koch

'Big info' poses demanding situations that require either classical multivariate tools and modern options from computer studying and engineering. this contemporary textual content equips you for the hot global - integrating the previous and the hot, fusing thought and perform and bridging the distance to statistical studying. The theoretical framework comprises formal statements that set out truly the assured 'safe working quarter' for the tools and let you verify even if information is within the quarter, or close to adequate. large examples exhibit the strengths and obstacles of other tools with small classical information, info from medication, biology, advertising and marketing and finance, high-dimensional info from bioinformatics, practical information from proteomics, and simulated facts. High-dimension low-sample-size info will get detailed consciousness. numerous facts units are revisited time and again to permit comparability of tools. beneficiant use of color, algorithms, Matlab code, and challenge units whole the package deal. compatible for master's/graduate scholars in information and researchers in data-rich disciplines.

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