## Multivariate Data Analysis Work Flow

Here is an example of a data analysis work flow supported in imDEV. This network visualization was made using CmapTools.

Advertisements

Here is an example of a data analysis work flow supported in imDEV. This network visualization was made using CmapTools.

Advertisements

August 2, 2012 | Categories: Uncategorized | Tags: CmapTools, data analysis, Excel, imDEV, multivariate, network, R, work flow | Leave a comment

- Interactive Heatmaps (and Dendrograms) - A Shiny App
- Dynamic Data Visualizations in the Browser Using Shiny
- Orthogonal Signal Correction Partial Least Squares (O-PLS) in R
- Tutorials- Statistical and Multivariate Analysis for Metabolomics
- Network Visualization with Plotly and Shiny
- TUTORIALS and DEMOs
- Principal Components Analysis Shiny App
- Choose Your Own Data Adventure
- Evaluation of Orthogonal Signal Correction for PLS modeling (O-PLS)
- Andrew's encoding of Multivariate Data (looks informative)

- June 2017
- May 2016
- April 2016
- February 2016
- October 2015
- September 2015
- August 2015
- May 2015
- April 2015
- February 2015
- November 2014
- October 2014
- August 2014
- July 2014
- June 2014
- May 2014
- April 2014
- February 2014
- January 2014
- December 2013
- November 2013
- October 2013
- September 2013
- July 2013
- June 2013
- May 2013
- April 2013
- March 2013
- February 2013
- January 2013
- December 2012
- November 2012
- August 2012
- July 2012

ANCOVA
barcode plot
biochemical network
box plot
chemical similarity network
chemical translations
classification
clustering
CmapTools
confidence interval
correlation network
covariate adjustment
CTS
Cytoscape
data analysis
data integration
data visualization
Devium
DeviumWeb
Excel
ExCytR
Gaussian graphical Markov metabolic network
genomics
ggplot2
hierarchical clustering
histogram
imDEV
Iris Data
KEGG
knitr
lectures
linear model
loess
machine learning
mass spectral similarity
metabolomics
MetaMapR
model validation
multivariate
network
network enrichment
networkly
network mapping
networks
neural networks
non-linear PCA
normalizations
O-PLS
O-PLS-DA
outliers
pathways
PCA
pcaMethods
plotly
PLS
PLS-DA
proteomics
qq-plot
R
r-bloggers
research
RExcel
scatterplot
scatterplot matrix
science
shiny
software
statistical analysis
statistics
stripchart
TeachingDemos
tutorial
west coast metabolomics center
work flow
YaleToolkit

R-bloggers

R news and tutorials contributed by (750) R bloggers