Multivariate Data Analysis for Root Cause Analyses and Time-of-Flight Secondary Ion Mass Spectrometry

Authors: Heller-Krippendorf, Danica

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  • Strategies to more efficiency in ToF-SIMS data analysis

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  • ISBN 978-3-658-28502-9
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About this book

Danica Heller-Krippendorf develops concepts and approaches optimizing the applicability of MVA on data sets from an industrial context. They enable more time-efficient MVA of the respective ToF‑SIMS data. Priority is given to two main aspects by the author: First, the focus is on strategies for a more time-efficient collection of the input data. This includes the optimal selection of the number of replicate measurements, the selection of input data and guidelines for the selection appropriate data preprocessing methods. Second, strategies for more efficient analysis of MVA results are presented.

About the Author:

Danica Heller-Krippendorf did her research and dissertation at the University of Siegen, Germany, in collaboration with a German analytical service company. Now she is engineer in analytics at a DAX company.

About the authors

Danica Heller-Krippendorf did her research and dissertation at the University of Siegen, Germany, in collaboration with a German analytical service company. Now she is engineer in analytics at a DAX company.

Table of contents (11 chapters)

Table of contents (11 chapters)
  • Introduction and Scope of the Thesis

    Pages 1-3

    Heller-Krippendorf, Danica

  • Fundamentals

    Pages 5-26

    Heller-Krippendorf, Danica

  • State of the Art

    Pages 27-44

    Heller-Krippendorf, Danica

  • Experimental and Instrumental Setup

    Pages 45-52

    Heller-Krippendorf, Danica

  • Advantages of Correlation Loadings for MVA of ToF-SIMS Data

    Pages 53-72

    Heller-Krippendorf, Danica

Buy this book

eBook n/a
  • ISBN 978-3-658-28502-9
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
Softcover n/a
  • ISBN 978-3-658-28501-2
  • Free shipping for individuals worldwide
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Bibliographic Information

Bibliographic Information
Book Title
Multivariate Data Analysis for Root Cause Analyses and Time-of-Flight Secondary Ion Mass Spectrometry
Authors
Copyright
2019
Publisher
Springer Spektrum
Copyright Holder
Springer Fachmedien Wiesbaden GmbH, part of Springer Nature
eBook ISBN
978-3-658-28502-9
DOI
10.1007/978-3-658-28502-9
Softcover ISBN
978-3-658-28501-2
Edition Number
1
Number of Pages
XIX, 195
Number of Illustrations
60 b/w illustrations, 6 illustrations in colour
Topics