[R-sig-eco] Complete lecture Multivariate Statistics freely available

[Gian Maria Niccolò Benucci]

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 Schäfer" <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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-- 
Gian Nico


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