Chemometrie: Grundlagen der Statistik, Numerischen Mathematik und Software Anwendungen in der Chemie

Eckhard Reh

Published by De Gruyter 2017

Chemometrie

Grundlagen der Statistik, Numerischen Mathematik und Software Anwendungen in der Chemie

Chemometrics: Fundamentals of Statistics, Numerical Mathematics, and Software Applications in Chemistry

Eckhard Reh

https://doi.org/10.1515/9783110451030

Overview
Contents

About this book

Chemometrics – the planning and analysis of chemical processes and experiments by means of numerical mathematics and statistics – is an essential part of chemical practice. This book offers an ideal introduction to statistical methods, covering experimental design and process optimization, evaluation of test series, and signal deconvolution. In addition, it clearly explains pattern recognition and multicomponent analysis.

Includes practice exercises at the end of each chapter
Contains a detailed annex of tables

Author / Editor information

Eckhard Reh, Fachhochschule Bingen, Deutschland.

Topics

Frontmatter Publicly Available Download PDF	I
Vorwort Requires Authentication Unlicensed Licensed Download PDF	VII
Inhalt Publicly Available Download PDF	IX
1 Grundlagen der Chemometrie Requires Authentication Unlicensed Licensed Download PDF	1
2 Statistische Parameter und Prüfverfahren Requires Authentication Unlicensed Licensed Download PDF	7
3 Versuchsplanung, Prozessoptimierung Requires Authentication Unlicensed Licensed Download PDF	29
4 Univariate Regression, Kalibration Requires Authentication Unlicensed Licensed Download PDF	71
5 Analyse von Messreihen Requires Authentication Unlicensed Licensed Download PDF	103
6 Signaldekonvolution Requires Authentication Unlicensed Licensed Download PDF	129
7 Mustererkennung, Clusteranalyse Requires Authentication Unlicensed Licensed Download PDF	145
8 Multivariate Kalibration Requires Authentication Unlicensed Licensed Download PDF	189
9 Softwareanwendung Requires Authentication Unlicensed Licensed Download PDF	211
A Anhang Requires Authentication Unlicensed Licensed Download PDF	215
Abkürzungen Requires Authentication Unlicensed Licensed Download PDF	225
Stichwortverzeichnis Requires Authentication Unlicensed Licensed Download PDF	227

(Deutsch)

Language: German
Publisher: De Gruyter
Audience: Researchers in analytic chemistry, biochemistry, physical chemistry, theoretical chemistry, and chemical engineers
Pages
- Front matter: 14
- Main content: 229
Illustrations
- Illustrations: 39
- Coloured Illustrations: 56
- Tables: 25
Keywords: Chemometrics; process optimization; statistics

eBook

Published: March 20, 2017
ISBN: 9783110451030

Hardcover

Published: March 20, 2017
ISBN: 9783110451009