AllComp | Creating a multiple comparison object for use in INLA |
BaselineDef | Defines the baseline level of factor variable. |
BFDR | BFDR computation, one-sided, two-sided and multiple... |
BFUpdatePosterior | Updates posteriors for testing nested models that differ by... |
CAGEdata10000 | A data set with 10,000 rows containing normalized counts |
CombinePosteriors | Combines posteriors from two models |
CreateBlocks | A function that creates blocks of consecutives row indices... |
datsim | A simulated data set with 1500 rows and 8 columns |
design_brain | Design corresponding to the CAGE10000 data |
designmirseq | Design corresponding to the mirseqnorm data |
FastScreenP | Using p-values to screen and filter the data set |
FitAllShrink | Applies INLA to multiple data rows using shrinkage priors. |
FitInlaAll | Applies INLA to multiple data rows |
HTRNAi | A data set with 960 rows and 6 samples containing normalized... |
mirseqnorm | A miRseq data set with 2,060 rows containing normalized... |
MixtureUpdatePosterior | Updates posteriors from a given mixture prior |
MixtureUpdatePrior | Replacing a non-mixture prior by an optimal, symmetric... |
NonParaUpdatePosterior | Updates posteriors from a given nonparametric prior, which... |
NonParaUpdatePrior | Replacing a parametric prior by an optimal non-parametric one |
plotPoster | Plots posterior densities. |
ReDefMiss | Redefines missing covariates. |
ScreenData | Fast p-value computation for simple 2-sample or K-sample... |
ShrinkBayes-package | Bayesian analysis of high-dimensional omics data, either... |
ShrinkBayesWrap | ShrinkBayes wrapper |
ShrinkGauss | Simultaneous shrinkage by empirically estimating multiple... |
ShrinkSeq | Simultaneous shrinkage by empirically estimating multiple... |
SpikeSlabPosterior | Updates posteriors from a fit-object and a spike-and-slab... |
SpikeSlabPrior | Estimates the fraction of null-hypotheses using a... |
SummaryTable | Convenience function that produces a summary table |
SummaryWrap | Convenience function to compute either posterior... |
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