Clean and Process Data

Usage

clean_and_process(
  data,
  central_value = "mean",
  ci = 95,
  id_col_name = NULL,
  age_col_name = NULL,
  dob_col_name = NULL,
  date_assessed_col_name = NULL,
  age_unit = NULL,
  sex_col_name = NULL,
  ht_col_name = NULL,
  ht_unit = "cm",
  wt_col_name = NULL,
  wt_unit = "kg",
  bmi_col_name = NULL,
  bmiz_col_name = NULL,
  pct_col_name = NULL,
  data_source = "cdc",
  adult_ht_col_name = NULL,
  age_adult_ht_col_name = NULL,
  lower_margin = 0.5,
  upper_margin = 0.5,
  ed_aoo_col_name = NULL
)

Arguments

data: A data frame containing BMI data.
central_value: The central value for the user-defined forecast.
ci: The confidence interval level.
id_col_name: Column name for IDs (default: NULL).
age_col_name: Column name for age (default: NULL).
dob_col_name: Column name for date of birth (default: NULL).
date_assessed_col_name: Column name for date assessed (default: NULL).
age_unit: Unit for age (default: NULL).
sex_col_name: Column name for sex (default: NULL).
ht_col_name: Column name for height (default: NULL).
ht_unit: Unit for height (default: 'cm').
wt_col_name: Column name for weight (default: NULL).
wt_unit: Unit for weight (default: 'kg').
bmi_col_name: Column name for BMI (default: NULL).
bmiz_col_name: Column name for BMI z-score (default: NULL).
pct_col_name: Column name for BMI percentile (default: NULL).
data_source: Data source for BMI lookup (default: 'cdc').
adult_ht_col_name: Column name for adult height (default: NULL).
age_adult_ht_col_name: Column name for age at adult height (default: NULL).
lower_margin: The lower margin for the user-defined forecast.
upper_margin: The upper margin for the user-defined forecast.
ed_aoo_col_name: Column name for age at onset of eating disorder (default: NULL).

Value

A full BMI data frame with processed forecasts and cutoffs.