Function to calculate coefficients from raw data

Function to calculate coefficients from raw data

compute_components_data(
  df,
  center_and_scaler_data = pc_center_sd,
  pc_loadings = pc_loading_matrix,
  category_col = "Category",
  value_col = "value",
  SCALE = TRUE,
  number_of_features = 10,
  grouping_variables = c("country", "year")
)

Arguments

df	dataframe with decile data
center_and_scaler_data	The centers and SD for the data. This is pre-saved. But can be generated using `get_sd_center()` above.
category_col	column with categorical definitions for deciles
value_col	Name of values to be output.
SCALE	Boolean which defines if the PC analysis is to be scaled or not.
grouping_variables	variables to group by