- Tytuł:
- Basic multivariate statistical methods for environmental monitoring data mining: introductory course for master students
- Autorzy:
- Simeonov, Vasil
- Powiązania:
- https://bibliotekanauki.pl/articles/1430146.pdf
- Data publikacji:
- 2020
- Wydawca:
- Towarzystwo Chemii i Inżynierii Ekologicznej
- Tematy:
-
chemometrics
environmetrics
exploratory data analysis
EDA
master students course
chemometria
środowisko
eksploracyjna analiza danych
kurs magisterski - Opis:
- The present introductory course of lectures summarizes the principles and algorithms of several widely used multivariate statistical methods: cluster analysis, principal components analysis, principal components regression, N-way principal components analysis, partial least squares regression and self-organizing maps with respect to their possible application in intelligent analysis, classification, modelling and interpretation to environmental monitoring data. The target group of possible users is master program students (environmental chemistry, analytical chemistry, environmental modelling and risk assessment etc.).
- Źródło:
-
Chemistry-Didactics-Ecology-Metrology; 2020, 25, 1-2; 35-56
2084-4506 - Pojawia się w:
- Chemistry-Didactics-Ecology-Metrology
- Dostawca treści:
- Biblioteka Nauki
Artykuł