transform_tb_to_mdl_inp() is a Transform function that edits an object in such a way that core object attributes - e.g. shape, dimensions, elements, type - are altered. Specifically, this function implements an algorithm to transform tibble to model input. Function argument data_tb specifies the object to be updated. Argument depnt_var_min_val_1L_dbl provides the object to be updated. The function returns Transformed for model input (a tibble).
Usage
transform_tb_to_mdl_inp(
data_tb,
depnt_var_min_val_1L_dbl = numeric(0),
depnt_var_max_val_1L_dbl = 0.99999,
depnt_var_nm_1L_chr = "utl_total_w",
predr_vars_nms_chr,
id_var_nm_1L_chr = "fkClientID",
round_var_nm_1L_chr = "round",
round_bl_val_1L_chr = "Baseline",
drop_all_msng_1L_lgl = T,
scaling_fctr_dbl = 1,
tfmn_1L_chr = "NTF",
tidy_1L_lgl = F,
ungroup_1L_lgl = F
)Arguments
- data_tb
Data (a tibble)
- depnt_var_min_val_1L_dbl
Dependent variable minimum value (a double vector of length one), Default: numeric(0)
- depnt_var_max_val_1L_dbl
Dependent variable maximum value (a double vector of length one), Default: 0.99999
- depnt_var_nm_1L_chr
Dependent variable name (a character vector of length one), Default: 'utl_total_w'
- predr_vars_nms_chr
Predictor variables names (a character vector)
- id_var_nm_1L_chr
Identity variable name (a character vector of length one), Default: 'fkClientID'
- round_var_nm_1L_chr
Round variable name (a character vector of length one), Default: 'round'
- round_bl_val_1L_chr
Round baseline value (a character vector of length one), Default: 'Baseline'
- drop_all_msng_1L_lgl
Drop all missing (a logical vector of length one), Default: T
- scaling_fctr_dbl
Scaling factor (a double vector), Default: 1
- tfmn_1L_chr
Transformation (a character vector of length one), Default: 'NTF'
- tidy_1L_lgl
Tidy (a logical vector of length one), Default: F
- ungroup_1L_lgl
Ungroup (a logical vector of length one), Default: F