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1st Edition - March 9, 2009
Editors: Steven Brown, Roma Tauler, Beata Walczak, Steven Brown
Designed to serve as the first point of reference on the subject, Comprehensive Chemometrics presents an integrated summary of the present state of chemical and biochemical data… Read more
Immediately download your ebook while waiting for your print delivery. No promo code is needed.
Designed to serve as the first point of reference on the subject, Comprehensive Chemometrics presents an integrated summary of the present state of chemical and biochemical data analysis and manipulation. The work covers all major areas ranging from statistics to data acquisition, analysis, and applications.
This major reference work provides broad-ranging, validated summaries of the major topics in chemometrics—with chapter introductions and advanced reviews for each area. The level of material is appropriate for graduate students as well as active researchers seeking a ready reference on obtaining and analyzing scientific data.
Statistics
Experimental Design
Optimization
Data preprocessing
Linear soft-modeling
Unsupervised Data Mining
Linear Regression Modeling
Non-linear Regression
Classification
Feature Selection
Multivariate Robust Techniques
Applications
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