Multiple Imputation Estimate

Source: R/meanImp_emmeans.R

Computes the multiple imputation parameter estimate using the emmeans package.

meanImp_emmeans(ind, peptide = 1, tabdata, metacond)

Arguments

ind

index
peptide

name of the peptide
tabdata

dataset
metacond

a factor to specify the groups

Value

A vector.

References

M. Chion, Ch. Carapito and F. Bertrand (2021). Accounting for multiple imputation-induced variability for differential analysis in mass spectrometry-based label-free quantitative proteomics. arxiv:2108.07086. https://arxiv.org/abs/2108.07086.

Examples

library(mi4p)
data(datasim)
datasim_imp <- multi.impute(data = datasim[,-1], conditions = 
attr(datasim,"metadata")$Condition, method = "MLE")
meanImp_emmeans(1,1,datasim_imp,attr(datasim,"metadata")$Condition)

#> [1]  99.02599 200.23868