Relevant topics in the interpretation of chemometric data
| dc.contributor.author | Pereira-Filho, Edenir | |
| dc.contributor.author | Pereira, Fabiola [UNESP] | |
| dc.contributor.institution | Universidade Federal de São Carlos (UFSCar) | |
| dc.contributor.institution | Universidade Estadual Paulista (UNESP) | |
| dc.date.accessioned | 2025-04-29T19:30:33Z | |
| dc.date.issued | 2024-01-01 | |
| dc.description.abstract | This chapter shows several aspects of initial data inspection, focusing on outlier detection, hypothesis tests, and descriptive statistics. Data treatment and preprocessing are also the subject of this chapter, and the main differences were presented. In the end, some aspects related to principal component analysis and exploratory analysis were also discussed. | en |
| dc.description.affiliation | Department of Chemistry Federal University of São Carlos (UFSCar) | |
| dc.description.affiliation | Department of Analytical Chemistry Physical Chemistry and Inorganic Institute of Chemistry São Paulo State University (UNESP) | |
| dc.description.affiliationUnesp | Department of Analytical Chemistry Physical Chemistry and Inorganic Institute of Chemistry São Paulo State University (UNESP) | |
| dc.format.extent | 9-38 | |
| dc.identifier | http://dx.doi.org/10.1016/B978-0-443-21493-6.00002-2 | |
| dc.identifier.citation | Chemometrics: Data Treatment and Applications, p. 9-38. | |
| dc.identifier.doi | 10.1016/B978-0-443-21493-6.00002-2 | |
| dc.identifier.scopus | 2-s2.0-85217287613 | |
| dc.identifier.uri | https://hdl.handle.net/11449/303743 | |
| dc.language.iso | eng | |
| dc.relation.ispartof | Chemometrics: Data Treatment and Applications | |
| dc.source | Scopus | |
| dc.subject | analytical chemistry analysis | |
| dc.subject | chemometrics | |
| dc.subject | exploratory analysis | |
| dc.subject | Outlier detection | |
| dc.subject | principal component analysis | |
| dc.subject | spectroanalytical | |
| dc.subject | statistics | |
| dc.subject | statistics for research | |
| dc.title | Relevant topics in the interpretation of chemometric data | en |
| dc.type | Capítulo de livro | pt |
| dspace.entity.type | Publication | |
| relation.isOrgUnitOfPublication | bc74a1ce-4c4c-4dad-8378-83962d76c4fd | |
| relation.isOrgUnitOfPublication.latestForDiscovery | bc74a1ce-4c4c-4dad-8378-83962d76c4fd | |
| unesp.campus | Universidade Estadual Paulista (UNESP), Instituto de Química, Araraquara | pt |