normalize_data: Normalize data with different method
In Moonerss/ProteinBase:

Normalize data with different method

normalize_data(
  data_matrix,
  method = c("median-MAD", "zscore", "VSN", "quantile", "2-component")
)

data_matrix

The data matrix with column in sample and row in feature

method

different methods to normalize data.

median-MAD: median-centering followed by median absolute deviation (MAD) scaling
zscore: mean-centering followed by standard deviation scaling
VSN: use VSN method normalize data
quantile: use quantile normalization method normalize data
2-component: use 2-component gaussian mixture model normalize data