wgy0318 / Multivariate2D3D

Introduction to multivariate analysis : from 2D PCA to 3D Tensor Decomposition

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Introduction to multivariate analysis : from 2D principal component analysis to 3D tensor decomposition

Companion tutorial to :

Frelat R, Lindegren M, Dencker TS, Floeter J, Fock HO, Sguotti C, Stäbler M, Otto SA and Möllmann C (2017) Community ecology in 3D: Tensor decomposition reveals spatio-temporal dynamics of large ecological communities. PLoS ONE 12(11): e0188205. https://doi.org/10.1371/journal.pone.0188205

The instructions can be found online, or in a zip folder together with the data and the R-scripts.

Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

DOI

About

Introduction to multivariate analysis : from 2D PCA to 3D Tensor Decomposition


Languages

Language:HTML 99.8%Language:R 0.2%