Autumn semester (jährlich wiederkehrende Veranstaltung)
Dozierende
Alexandre Buttler
Lernziel
- Introduction to multivariate data analysis and modelling
- Critical choice of methods and their integration in a research planningPreparation to
- personal research activities
- Use of dedicated R libraries.
Keywords
Multivariable analysis, statistics for complexe data sets
Inhalt
- Biological and environmental descriptors, multidimensional data, coding and transformation
- Resemblance and dependence measures, association matrices
- Analysis of discontinuities: clustering techniques
- Regression and classification trees
- Gradient analysis: ordination techniques in reduce space
- Direct gradient analysis: constrained ordination
- Statistical tests for multivariable responses