Complete lecture Multivariate Statistics freely available
That's really good and useful, thank you for sharing! G.
On 27 January 2017 at 06:11, Tania Bird <taniabird at gmail.com> wrote:
Yes really an amazing resource!! Thank you so much for making it available. Tania On 27 Jan 2017 12:35, "Ralf Sch?fer" <senator at ecotoxicology.de> wrote: Dear all, whoever is interested, we provide teaching videos and R scripts for a lecture on multivariate analysis in R for environmental scientists. The material is available here: https://www.uni-koblenz-landau.de/en/campus-landau/faculty7/environmental- sciences/landscape-ecology/Teaching/r-statistics Course content: Introduction; Revisiting univariate statistics from a data modelling perspective Multiple regression analysis: Modelling strategies and methods, LASSO Generalized linear models Introduction to multivariate analysis; Ordination: Principal Component Analysis (PCA) Multivariate multiple Regression (Redundancy Analysis ? RDA); Similarity and distance metrics; Non-metric multidimensional scaling (NMDS) Multivariate comparison of groups (Hotelling T2, MANOVA, PERMANOVA) Unsupervised classification (Cluster analysis) Supervised classification (Classification and regression trees) Feel free to provide comments etc to improve the course Best regards Ralf
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