batchqc_explained_variation {BatchQC} | R Documentation |
Returns a list of explained variation by batch and condition combinations
batchqc_explained_variation(data.matrix, condition, batch)
data.matrix |
Given data or simulated data from rnaseq_sim() |
condition |
Condition covariate of interest |
batch |
Batch covariate |
List of explained variation by batch and condition
nbatch <- 3 ncond <- 2 npercond <- 10 data.matrix <- rnaseq_sim(ngenes=50, nbatch=nbatch, ncond=ncond, npercond= npercond, basemean=10000, ggstep=50, bbstep=2000, ccstep=800, basedisp=100, bdispstep=-10, swvar=1000, seed=1234) batch <- rep(1:nbatch, each=ncond*npercond) condition <- rep(rep(1:ncond, each=npercond), nbatch) batchqc_explained_variation(data.matrix, condition, batch)