Write single predictor multi models outputs

write_sngl_predr_multi_mdls_outps() is a Write function that writes a file to a specified local directory. Specifically, this function implements an algorithm to write single predictor multi models outputs. The function returns Summary of single predictor models (a tibble).

Usage

write_sngl_predr_multi_mdls_outps(
  data_tb,
  dictionary_tb,
  mdl_types_chr,
  path_to_write_to_1L_chr,
  predr_vals_dbl,
  predr_var_desc_1L_chr,
  predr_var_nm_1L_chr,
  consent_1L_chr = "",
  consent_indcs_int = 1L,
  covar_var_nms_chr = NA_character_,
  depnt_var_min_val_1L_dbl = numeric(0),
  depnt_var_nm_1L_chr = "utl_total_w",
  fl_nm_pfx_1L_chr = "A_RT_",
  folds_1L_int = 10,
  mdl_types_lup = NULL,
  new_dir_nm_1L_chr = "A_Candidate_Mdls_Cmprsn",
  options_chr = c("Y", "N"),
  plt_indcs_int = NA_integer_,
  start_1L_chr = NULL
)

Arguments

data_tb

Data (a tibble)

dictionary_tb

Dictionary (a tibble)

mdl_types_chr

Model types (a character vector)

path_to_write_to_1L_chr

Path to write to (a character vector of length one)

predr_vals_dbl

Predictor values (a double vector)

predr_var_desc_1L_chr

Predictor variable description (a character vector of length one)

predr_var_nm_1L_chr

Predictor variable name (a character vector of length one)

consent_1L_chr

Consent (a character vector of length one), Default: ''

consent_indcs_int

Consent indices (an integer vector), Default: 1

covar_var_nms_chr

Covariate variable names (a character vector), Default: 'NA'

depnt_var_min_val_1L_dbl

Dependent variable minimum value (a double vector of length one), Default: numeric(0)

depnt_var_nm_1L_chr

Dependent variable name (a character vector of length one), Default: 'utl_total_w'

fl_nm_pfx_1L_chr

File name prefix (a character vector of length one), Default: 'A_RT_'

folds_1L_int

Folds (an integer vector of length one), Default: 10

mdl_types_lup

Model types (a lookup table), Default: NULL

new_dir_nm_1L_chr

New directory name (a character vector of length one), Default: 'A_Candidate_Mdls_Cmprsn'

options_chr

Options (a character vector), Default: c("Y", "N")

plt_indcs_int

Plot indices (an integer vector), Default: NA

start_1L_chr

Start (a character vector of length one), Default: NULL

Value

Summary of single predictor models (a tibble)