Romà Tauler,
Beata Walczak,
Steven Brown
Comprehensive Chemometrics
Chemical and Biochemical Data Analysis
Paperback Engels 2009 9780444527028Levertijd ± 9 werkdagen
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Samenvatting
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.
Specificaties
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Inhoudsopgave
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
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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