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Type: course video exo open book book article git repo website
level: begin intermediate advanced
Overview
| Multivariate Analysis S. Jadhav A list of videos introducing r, multivariate analysis, PCA and clustering |
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| Exploratory Multivariate Data Analysis F Husson, J Pagès, M Houée-Bigot – a MOOC including PCA, CA, MCA and clustering |
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| Gusta Me – a website describing range of analysis techniques used in microbial ecology including data preparation, ordination and clustering methods |
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| Applied Multivariate Statistical Analysis Penn State College – a full course examining a variety of statistical methods for multivariate data, including multivariate extensions of t-tests and analysis of variance, dimension reduction techniques such as principal component analysis, factor analysis, canonical correlation analysis, and classification and clustering methods. |
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| Multivariate Analysis S Dray – Slides from a Master course including PCA, correspondance analysis & two-table analysis |
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Ordination Methods
| Ordination Methods for Ecologists M. Palmer – A full presentation of theory and main ordination methods |
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related links: http://ordination.okstate.edu/otherlinks.html
Clustering