BioStatFlow - Statistical Analysis Workflow for "Omics" Data

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Default Workflow

Preliminary Steps

Split names
Conditionnal Filtering
Missing Values (Filtration)
Missing Values (Imputation)
Scaling

Univariate Methods

One-way ANOVA
Two-way ANOVA
Whisker Plot
Volcano-Plot

Multivariate Methods

PCA
ICA/JADE
ANOVA-PCA
ANOVA-SCA
OSC-PLS-DA
O-PLS-DA
HCA
(Partial) Correlation Network
Graphical Gaussian Models

References

ICA / JADE

Independent Component Analysis For information on ICA, see Wikipedia and for JADE, see Cardodo - ParisTech

default/jade.txt · Last modified: 2014/11/24 14:42 (external edit)