Multivariate curve resolution (MCR) from 2000: Progress in concepts and applications

被引:542
作者
de Juan, Anna
Tauler, Roma
机构
[1] Univ Barcelona, Dept Analyt Chem, Chemometr Grp, E-08028 Barcelona, Spain
[2] CSIC, IIQAB, Barcelona, Spain
关键词
multivariate curve resolution; mixture analysis; soft-modeling; multicomponent systems;
D O I
10.1080/10408340600970005
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This work is mainly oriented to give an overview of the progress of multivariate curve resolution methods in the last 5 years. Conceived as a review that combines theory and practice, it will present the basics needed to understand what is the use, prospects and limitations of this family of chemometric methods with the latest trends in theoretical contributions and in the field of analytical applications.
引用
收藏
页码:163 / 176
页数:14
相关论文
共 147 条
[61]   High-throughput data analysis for detecting and identifying differences between samples in GC/MS-based metabolomic analyses [J].
Jonsson, P ;
Johansson, AI ;
Gullberg, J ;
Trygg, J ;
A, J ;
Grung, B ;
Marklund, S ;
Sjoström, M ;
Antti, H ;
Moritz, T .
ANALYTICAL CHEMISTRY, 2005, 77 (17) :5635-5642
[63]   EVOLVING FACTOR-ANALYSIS IN THE PRESENCE OF HETEROSCEDASTIC NOISE [J].
KELLER, HR ;
MASSART, DL ;
LIANG, YZ ;
KVALHEIM, OM .
ANALYTICA CHIMICA ACTA, 1992, 263 (1-2) :29-36
[64]   PEAK PURITY CONTROL IN LIQUID-CHROMATOGRAPHY WITH PHOTODIODE-ARRAY DETECTION BY A FIXED SIZE MOVING WINDOW EVOLVING FACTOR-ANALYSIS [J].
KELLER, HR ;
MASSART, DL .
ANALYTICA CHIMICA ACTA, 1991, 246 (02) :379-390
[65]   Incorporation of parametric factors into multilinear receptor model studies of Atlanta aerosol [J].
Kim, E ;
Hopke, PK ;
Paatero, P ;
Edgerton, ES .
ATMOSPHERIC ENVIRONMENT, 2003, 37 (36) :5009-5021
[66]   Analysis of ambient particle size distributions using unmix and positive matrix factorization [J].
Kim, E ;
Hopke, PK ;
Larson, TV ;
Covert, DS .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2004, 38 (01) :202-209
[67]   HEURISTIC EVOLVING LATENT PROJECTIONS - RESOLVING 2-WAY MULTICOMPONENT DATA .1. SELECTIVITY, LATENT-PROJECTIVE GRAPH, DATASCOPE, LOCAL RANK, AND UNIQUE RESOLUTION [J].
KVALHEIM, OM ;
LIANG, YZ .
ANALYTICAL CHEMISTRY, 1992, 64 (08) :936-946
[68]   SELF MODELING CURVE RESOLUTION [J].
LAWTON, WH ;
SYLVESTRE, EA .
TECHNOMETRICS, 1971, 13 (03) :617-+
[69]  
Leardi R, 2000, J CHEMOMETR, V14, P187, DOI 10.1002/1099-128X(200005/06)14:3<187::AID-CEM593>3.0.CO
[70]  
2-0