quantable-package |
Streamline descriptive analysis of quantitative data matrices |
altmanbland |
altman-bland plot |
CV |
compute CV for each row in matrix |
CVlog |
geometric coefficient of variation (CV for log transformed data) Typically used to create and violin plot |
dat2Matrix |
converts sparse representation to dense where row and col can be character vectors |
determineCut |
determine best Accuracy cuttoff |
distmy |
distance among matrix columns with freely choosable distance function |
fisherExact |
get p-values using fishers exact test for count data |
getBlueScale |
create blue color scale |
getBlueWhiteRed |
create blue white red palette |
getDiv |
create divergent palette |
getGreensScale |
create green color scale |
getRedScale |
create red color scale |
getTValuesForVolcano |
get p-values of t-test values for volcano |
getWRValuesForVolcano |
get p-values of wilcoxon rank sum test for volcano |
imageColorscale |
if you need an colorscale to you imagelables use this |
imageWithLabels |
image plot with labels |
imageWithLabelsNoLayout |
image plot with labels |
makeROCplot |
create density plots of cases and controls and ROC plot |
mypairs |
normal pairs plot with different pch and plus abline |
onesamplegreaterT |
One sample single sided t-test on matrix |
pairsQQ |
pairsplot of QQ plots |
plotOneSideVolcano |
Plot and filter data coming from one sample single sided t-test |
pvalCorMat |
pvalues for correlation matrix - |
quantable |
Streamline descriptive analysis of quantitative data matrices |
removeNArows |
Removes rows with more than thresh NA's from matrix |
robustscale |
robust scaling uses median an mad instead of mean and row applies the scaling to the columns (samples) by default |
runFun |
running function (default median absolute deviation) |
runrobscale |
running robust scaling of arefw |
runTICscale |
running total ion count scaling (TIC) |
scaleByGroup |
scale data given group |
simpleheatmap |
heatmap2 facade |
split2table |
splits names and creates a matrix |
sumtop |
sums top rows of matrix uses median of row to determine row order |
unpivot |
unpivot data matrix |
uppertriang |
get values of upper triangle from matrix |
volcanoplot |
volcano plot |
write.tab |
write table in tab delimited no quotes no row.names (usefull for exporting i.e. list of foldchanges) uses write.table TODO : validate if not redundant with other write functions |
write.vector |
write vectors as single column table (usefull for exporting i.e. protein id's) uses write.table |