| 000 | 02947nam a22004935i 4500 | ||
|---|---|---|---|
| 001 | 978-3-031-64144-2 | ||
| 003 | DE-He213 | ||
| 005 | 20251030112632.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 240716s2024 sz | s |||| 0|eng d | ||
| 020 |
_a9783031641442 _9978-3-031-64144-2 |
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| 024 | 7 |
_a10.1007/978-3-031-64144-2 _2doi |
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| 050 | 4 | _aQD71-142 | |
| 072 | 7 |
_aPNF _2bicssc |
|
| 072 | 7 |
_aSCI013010 _2bisacsh |
|
| 072 | 7 |
_aPNF _2thema |
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| 100 | 1 |
_aOlivieri, Alejandro C. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _980695 |
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| 245 | 1 | 0 |
_aIntroduction to Multivariate Calibration _h[electronic resource] : _bA Practical Approach / _cby Alejandro C. Olivieri. |
| 250 | _a2nd ed. 2024. | ||
| 264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2024. |
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| 300 |
_aXX, 302 p. 185 illus., 178 illus. in color. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
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| 505 | 0 | _a1. 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 | _aThis 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. | ||
| 650 | 0 | _aAnalytical chemistry. | |
| 650 | 0 |
_aStatistics . _965982 |
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| 650 | 1 | 4 | _aAnalytical Chemistry. |
| 650 | 2 | 4 |
_aStatistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences. _966911 |
| 710 | 2 | _aSpringerLink (Online service) | |
| 773 | 0 | _tSpringer Nature eBook | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783031641435 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783031641459 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783031641466 |
| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-031-64144-2 |
| 912 | _aZDB-2-CMS | ||
| 912 | _aZDB-2-SXC | ||
| 999 |
_c61659 _d61659 |
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