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Multivariate Data Analysis for Root Cause Analyses and Time-of-Flight Secondary Ion Mass Spectrometry
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 mo...
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| Müşterek Yazar: | |
| Materyal Türü: | e-Kitap |
| Dil: | İngilizce |
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Wiesbaden :
Springer Fachmedien Wiesbaden :
2019.
Imprint: Springer Spektrum, |
| Edisyon: | 1st ed. 2019. |
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| Online Erişim: | Full-text access |
İçindekiler:
- Advantages of Correlation Loadings for MVA of ToF-SIMS Spectra
- Required Number of Replicate Measurements in an Industrial Context
- Selection of Suitable Data Pre-processing in Root Cause Analysis Including the Selection of an Efficient Peak List, Scaling, Normalization and Centering
- New Presentation of PCA Results in Order to Simplify Data Analysis.