Robust Re-Scaling to Better Recover Latent Effects in Data


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Documentation for package ‘rrscale’ version 1.0

Help Pages

asinh Arc-hyperbolic-sine transformation
box_cox Traditional box-cox power transformation. Accepts one real parameter
box_cox_exp Exponential of the tranditional box-cox transformation
box_cox_negative A generalized box-cox transformation that can handle negative data
box_cox_plus1 Box-cox transformation with a shift of 1 added to the data
box_cox_plusmin Box-cox transformation with the data shifted so that it is positive
box_cox_shift Box-cox transformation of shifted variable
center Centers the data column-wise
gm_mean Calculate the geometric mean
list_transformations List possible transformations
log_box_cox Log of the traditional box-cox transformation
power Simple power transformation
rrscale Re-scale a data matrix
svdc The completed SVD
winsor Winsorizes the data