Dose Response for Omics


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Documentation for package ‘DRomics’ version 2.5-2

Help Pages

bmdboot Computation of confidence interval on benchmark doses by bootstrap
bmdcalc Computation of benchmark doses for responsive items
bmdfilter Filtering BMDs according to estimation quality
bmdplot BMD plot optionally with confidence intervals on BMD
bmdplotwithgradient BMD plot with color gradient
continuousanchoringdata Import and check of continuous anchoring apical data
continuousomicdata Import and check of continuous omic data (e.g. metabolomic data)
curvesplot Plot of fitted curves
drcfit Dose response modelling for responsive items
ecdfplotwithCI ECDF plot of a variable with given confidence intervals on this variable
ecdfquantileplot ECDF plot of a given quantile of a variable calculated by group
formatdata4DRomics Build an R object that can be used as data input in DRomics
itemselect Selection of significantly responsive items
metabolomicdata Import and check of continuous omic data (e.g. metabolomic data)
microarraydata Import, check and normalization of single-channel microarray data
omicdata Import, check and normalization of single-channel microarray data
PCAdataplot Performs and plots the results of a PCA on omic data
plot.bmdboot Computation of confidence interval on benchmark doses by bootstrap
plot.bmdcalc Computation of benchmark doses for responsive items
plot.continuousanchoringdata Import and check of continuous anchoring apical data
plot.continuousomicdata Import and check of continuous omic data (e.g. metabolomic data)
plot.drcfit Dose response modelling for responsive items
plot.microarraydata Import, check and normalization of single-channel microarray data
plot.RNAseqdata Import, check and normalization and transformation of RNAseq data
plotfit2pdf Dose response modelling for responsive items
print.bmdboot Computation of confidence interval on benchmark doses by bootstrap
print.bmdcalc Computation of benchmark doses for responsive items
print.continuousanchoringdata Import and check of continuous anchoring apical data
print.continuousomicdata Import and check of continuous omic data (e.g. metabolomic data)
print.drcfit Dose response modelling for responsive items
print.itemselect Selection of significantly responsive items
print.microarraydata Import, check and normalization of single-channel microarray data
print.RNAseqdata Import, check and normalization and transformation of RNAseq data
RNAseqdata Import, check and normalization and transformation of RNAseq data
Scenedesmus Concentration-response effect of triclosan in Scenedesmus vacuolatus
Scenedesmus_apical Concentration-response effect of triclosan in Scenedesmus vacuolatus
Scenedesmus_metab Concentration-response effect of triclosan in Scenedesmus vacuolatus
selectgroups Selection of groups on which to focus
sensitivityplot Plot of a summary of BMD values per group of items
targetplot Dose-reponse plot for target items
trendplot Plot of the repartition of trends per group
zebraf Transcriptomic dose-response to ionizing radiation in zebrafish with batch effect
Zhou Dose-response kidney transcriptomic effect of Tetrachloroethylene in mouse
Zhou_kidney_pce Dose-response kidney transcriptomic effect of Tetrachloroethylene in mouse