Introduction to Multivariate Calibration A Practical Approach /
This second edition builds upon the success of its predecessor with expanded and updated content throughout most chapters, accompanied by the addition of a new chapter on Non-linearities in Multivariate Calibration. This latest chapter explores advanced topics including Radial Basis Functions (RBF)...
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| Հիմնական հեղինակ: | |
|---|---|
| Համատեղ հեղինակ: | |
| Ձևաչափ: | Էլեկտրոնային էլ․ գիրք |
| Լեզու: | անգլերեն |
| Հրապարակվել է: |
Cham :
Springer International Publishing : Imprint: Springer,
2024.
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| Հրատարակություն: | 2nd ed. 2024. |
| Խորագրեր: | |
| Առցանց հասանելիություն: | https://doi.org/10.1007/978-3-031-64144-2 |
| Ցուցիչներ: |
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| 100 | 1 | |a Olivieri, Alejandro C. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Introduction to Multivariate Calibration |h [electronic resource] : |b A Practical Approach / |c by Alejandro C. Olivieri. |
| 250 | |a 2nd ed. 2024. | ||
| 264 | 1 | |a Cham : |b Springer International Publishing : |b Imprint: Springer, |c 2024. | |
| 300 | |a 1 online resource (XX, 302 p. 185 illus.). |b 178 illus. in color. | ||
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| 505 | 0 | |a 1. Chemometrics and Multivariate Calibration -- 2. The Classical Least-Squares Model -- 3. The Inverse Least-Squares Model -- 4. Principal Component Analysis -- 5. Principal Component Regression. | |
| 520 | |a This second edition builds upon the success of its predecessor with expanded and updated content throughout most chapters, accompanied by the addition of a new chapter on Non-linearities in Multivariate Calibration. This latest chapter explores advanced topics including Radial Basis Functions (RBF) and Feed-forward Networks (FFN), providing practical insights and real-world applications within the context of multivariate calibration. Readers will find intuitive explanations of mathematical and statistical concepts, supported by a wealth of figures and diagrams, alongside discussions on recent advancements in the field such as figures of merit, detection limits, and method comparison. With its emphasis on real applications and comprehensive updates, the second edition remains an invaluable resource for students, researchers, and practitioners navigating the complexities of multivariate analytical calibration. | ||
| 532 | 8 | |a Accessibility summary: This PDF does Not fully comply with PDF/UA standards but does include limited screen reader support, descriptions for Non-text content (such as images and graphs), bookmarks for easy navigation, and searchable, selectable text. Users of assistive technologies may experience difficulty navigating or interpreting content in this document. We recognise the importance of accessibility and welcome queries about accessibility for any of our products. If you have a question or an access need, please get in touch with us via https://www.springernature.com/gp/info/accessibility | |
| 532 | 8 | |a Inaccessible, or known limited accessibility | |
| 532 | 8 | |a No reading system accessibility options actively disabled | |
| 532 | 8 | |a Publisher contact for further accessibility information: accessibilitysupport@springernature.com | |
| 588 | |a Print version record. | ||
| 650 | 0 | |a Analytical chemistry. | |
| 650 | 0 | |a Statistics . | |
| 650 | 1 | 4 | |a Analytical Chemistry. |
| 650 | 2 | 4 | |a Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences. |
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| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783031641435 |
| 776 | 0 | 8 | |i Printed edition: |z 9783031641459 |
| 776 | 0 | 8 | |i Printed edition: |z 9783031641466 |
| 856 | 4 | 0 | |u https://doi.org/10.1007/978-3-031-64144-2 |
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| 950 | |a Chemistry and Materials Science (SpringerNature-11644) | ||
| 950 | |a Chemistry and Material Science (R0) (SpringerNature-43709) | ||