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Chemometrics



Chemometrics

Chemometrics is a chemical discipline that uses mathematical and statistical methods to chemical data.

Online available information resources and tools on chemometrics.

Further information categories about related topics are listed in the navigation menu on the left side of these page.



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General Information


Chemometrics and NMR
Chemometrics applications to NMR data to obtain predictive models that can predict parameters of interest for process control in the refining, oil exploration, chemical, and food industries - [e]

Chemometrics.se
Information portal - [e]

Signal Processing in Chemical Analysis
An Introduction to Signal Processing in Chemical Analysis: An illustrated essay with software available for free download - [e]



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Lecture Notes, Tutorials


Chemometrics and Data Validation
Lecture notes - [e]

Perspectives in Chemometrics
Lecutre notes. FDA - [e]



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Data and Databases


Multivariate data analysis
Public data sets for multivariate data analysis - [e]

Time Series Data Library
A collection of about 800 time series drawn from many different fields - [e]



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Software and Programs


Chemometrics for comprehensive GC/LC-MS data evaluation
Comprehensive data evaluation means that we try to squeeze out all information from our raw data - with every possible approach - [e]

Chemometrics Toolbox
... provides more than 40 specialized MATLAB functions for chemometric calibration. Mathworks - [e]

Extract
... is designed to help visualize the structure and quantitative relationships in your data - [e]

Factor Analysis Toolbox for MATLAB
... provides a family of specialized MATLAB functions for factor analysis techniques - [e]

GOLPE
GOLPE (Generating Optimal Linear PLS Estimations) is the state of the art chemometric toolbox for 3D QSAR - [e]

Mathtools Chemometrics
List of matlab tools - [e]

Mathtools Chemometrics Excel
List of microsoft excel tools - [e]

Multi-Qual
... enables you to calibrate spectrometers to perform Chemometric (multiwavelength) qualitative chemical analysis using Mahalanobis mathematics - [e]

Multi-Quant
... enables you to calibrate spectrometers to perform Chemometric (multiwavelength) quantitative chemical analysis using Least Squares Multiple Regression mathematics (MLR) - [e]

MultiSimplex
A powerful tool for design of experiments and optimization. Grabitech - [e]

Pirouette
Prediction, classification, data exploration and pattern recognition methods are implemented in a single program. Infometrix - [e]

Pirouette Lite
Prediction, classification, data exploration and pattern recognition methods are implemented in a single program. Infometrix - [e]

Self-Organizing Map (SOM)
... is a new, effective software tool for the visualization of high-dimensional data. It converts complex, nonlinear statistical relationships between high-dimensional data items into simple geometric relationships on a low-dimensional display - [e]

SIMCA
A state-of-the-art suite of software products for data analysis. Umetrics - [e]

SIRIUS
... is a tool for multivariate analysis that covers all the central methods within multivariate exploratory analysis, classification/discrimination and calibration/response modeling. Pattern Recognition Systems, PRS - [e]

SOM Toolbox
... is a function package for Matlab 5 implementing the Self-Organizing Map (SOM) algorithm and more - [e]

Unscrambler
The Unscrambler is the complete Multivariate Analysis and Experimental Design software, equipped with powerful methods including PCA, Multivariate Curve Resolution (MCR), PLS regression, 3-Way PLS regression, Clustering (K-Means), SIMCA and PLS-DA Classification etc.. Camo - [e]

Xtricator
... is a software product that is developed for quantitative and qualitative analysis of data from analytical instruments as HPLC-DAD, GC-IR, GC-MS , FTIR excitation-emission spectroscopy, etc.. Pattern Recognition Systems, PRS - [e]



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Journals


Chemometrics & Informatics Ezine
Chemometrics & Informatics Resource. John Wiley & Sons - [e]

Chemometrics and Intelligent Laboratory Systems
... publishes original research papers, short communications, reviews, tutorials and software descriptions reporting on novel developments in techniques for chemistry and related disciplines that are characterised by the application of statistical and computer methods. Elsevier - [e]

Computational Statistics & Data Analysis
CSDA is an international journal dedicated to the dissemination of methodological research and applications in the areas of computational statistics and data analysis. Elsevier - [e]

Journal of Chemometrics
... is devoted to the rapid publication of original scientific papers, reviews and short communications on fundamental and applied aspects of chemometrics. It also provides a forum for the exchange of information on meetings and other news relevant to the growing community of scientists who are interested in chemometrics and its applications. Wiley-Interscience - [e]

Journal of Computational Chemistry
... publishes articles concerned with all aspects of computational chemistry: analytical, biological,inorganic, organic and physical. Wiley-Interscience - [e]

Technometrics
A Journal of Statistics for the Physical, Chemical, and Engineering Sciences. Amstat - [e]



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Research facilities and departments


Milano Chemometrics and QSAR Research Group
Dipartimento di Scienze dell'Ambiente e del Territorio - [e]



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Organisations


Belgian Chemometrics Society
BCS aims at promoting Chemometrics in industry, through workshops and symposia - [e]

Danish Chemometrics Society
DSK - [e]

Dutch Chemometrics Society
... is a working group within the Section Analytical Chemistry (SAC) of the Royal Dutch Chemical Society (KNVC) - [e]

French Chemometrics Group
Le Groupe Français de Chimiométrie - [f]

Germany
Working Group Chemometrics and Laboratory Data Processing. GDCh - [d, e]

Norwegian Chemometrics Society
The purpose of the group is to strengthen the chemometric role in teaching, research and industry - [e]

Russian Chemometrics Society
RCS - [e, ru]

Spanish Chemometrics Society
Spanish Chemometrics and Qualimetrics Society - [e, es]







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Citation:
www.internetchemistry.com/chemistry/chemometrics.htm
Entries:
40
Topic:
Chemometrics
Keywords:
Chemometrics, data, basics, information, theory, research
Update:
10.03.2012 00:00:00 [link check]
 
10.03.2012 [site update]


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Related Books and Scientific Literature: Chemometrics:


Buchempfehlung

Matthias Otto

Chemometrics.
Statistics and Computer Application in Analytical Chemistry.

This new edition contains 10 percent more worked examples as well as the addition of modern chemometric developments, such as support vector machines, wavelet transformations and multi-way analysis. With its inclusion of statistics, fuzzy theory, databases, and quality assurance, this remains the textbook with the broadest coverage, and retains such proven features as additional information provided in the margin, a glossary of terms plus an overview of suitable chemometric software.

While ideal for students of chemistry, pharmacy, biochemistry and ecology, this is equally useful for scientists in industry and research institutes.

Wiley-VCH; 2007


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