View source: R/functions_comp2annottests.R
writeHtmlResTestsByAnnot | R Documentation |
This internal function creates an HTML file containing a
table of dimensions 'variables x components' with
p-values. When a p-value is considered as significant
according to the threshold cutoff
, it is written
in bold and filled with a link pointing to the
corresponding plot. These plots are contained in images
located in the path pathplot
. To be identified by
the function, the file syntax of each image file must be
"index-of-component_colAnnot.typeImage".
writeHtmlResTestsByAnnot(params, icaSet, res, res2,
nameres = "p", nameres2 = "cor", onlySign = TRUE,
cutoff = params["pvalCutoff"],
cutoffDir = c("<=", ">="), path, pathplot = "plots/",
filename = NULL, typeImage = "png", caption = "",
keepVar)
params |
An object of class
|
icaSet |
An object of class
|
res |
A matrix or data.frame of dimension
'components x variables' containing numeric values that
quantify the association of the components with sample
variables (e.g p-values, FDR, correlation values). This
is the matrix used to select the significant results
according to |
res2 |
A matrix or data.frame of dimension 'components x variables' containing numeric values that quantify the association of the components with sample annotations (e.g p-values, FDR, correlation values). It is only used as an additional result displayed in the output. |
nameres |
Name of the values contained in
|
nameres2 |
Name of the values contained in
|
onlySign |
If TRUE (default), only the significant results are plotted |
cutoff |
The threshold p-value for statistical significance |
path |
A directory for the HTML file containing the p-value results |
pathplot |
A directory for the plots |
filename |
The name of the file where the results will be displayed in format HTML, if NULL no file is created |
typeImage |
The type of image file where each plot is saved |
caption |
The title of the HTML table |
cutoffDir |
The direction to be used with the
cutoff: |
keepVar |
The variable labels to be considered, i.e
a subset of the variables of icaSet available in
|
If argument onlySign
is TRUE, then only links to
plots that are significant according to the given
threshold are provided.
When res2
is not missing, the values contained in
res2
are pasted to the values contained in res in
the output array. nameres
and nameres2
are
used such as every element in the ouput array contains
two indexed values: nameres
=x, nameres2
=y.
Returns a data.frame of dimensions 'components x variables' containing the p-values of the non-parametric tests (Wilcoxon or Kruskal-Wallis tests) wich test if the samples groups defined by each variable are differently distributed on the components
Anne Biton
p.adjust
, qualVarAnalysis
,
quantVarAnalysis
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