Comprehensive chemometrics
Subtitle: chemical and biochemical data analysis
By: editors-in-chief: Steven D. Brown ... [et al.].
Contributors: Sarabia, L. A.; Trygg, Johan; ScienceDirect (Online service)
Publisher: Elsevier
Published: 2009
Place of publication: Amsterdam
Language: eng
Format: [electronic resource] :
ISBN-13: 9780444527011; 9780444527028; 9780444527035; 9780444527042; 9780444527059; 9780444527066
Subjects: Analytic Chemistry; Chemometrics; Science; Analytic; Data processing; SCIENCE; Programmed instruction; Chemistry
Other titles: Chemometrics
Description: 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 obta.
Notes: Includes bibliographical references and index.

Description based on print version record.
Table of contents: title: Vol. 1; title: Statistics, experimental design, optimization -- section eds.: L. Sarabia ... [et al.].; title: Vol. 2; title: Data preprocessing, linear soft-modeling, unsupervised data mining -- section eds.: J. Trygg ... [et al.].; title: Vol. 3; title: Linear regression modeling, non-linear regression, classification, feature selection, multivariate robust techniques -- section eds.: J. Kalivas ... [et al.].; title: Vol. 4; title: Applications, cumulative index.