fcdc_impute: Missing Value Imputation

In kmorrisongr/fcan: Fc Array Analysis and Manipulation

Description

Impute missing values in an Fc Array data frame on a per-group basis. Thus requires fc$group exists. This function can handle both single time point and longitudinal Fc Array data frames.

Usage

fcdc_impute(
  fc,
  start_col = fccu_first_feat_col(fc),
  type = "det",
  method = median
)

Arguments

fc	The Fc Array data frame. Can be single time point or longitudinal.
start_col	Where you want the imputing to start iterating along columns from, presumably fccu_first_feat_col(fc).
type	String denoting the type of imputation. Currently, only "det" for deterministic is suppoted.
method	For calculating imputed values. Default is median.

Value

The Fc Array data frame, with missing values replaced based on method. By default, this will be the median of a group's values for that feature.

kmorrisongr/fcan documentation built on Sept. 9, 2020, 10:12 a.m.