Control quantreg_spacing parameters

qs_control(
  trunc = TRUE,
  small = 1e-06,
  lambda = NULL,
  output_quantiles = TRUE,
  calc_avg_me = FALSE,
  calc_r2 = TRUE,
  ...
)

Arguments

trunc: whether to truncate residual values below the argument "small"
small: level of "small" values to guarentee numerical stability. If not specified, set dynamically based on the standard deviation of the outcome variable.
lambda: For penalized regression, you can specify a level of lambda which will weight the penalty. If not set, will be determined based on 10-fold cross-validation.
output_quantiles: whether to save fitted quantiles as part of the function output
calc_avg_me: whether to return average marginal effects as part of the fitted object
calc_r2: whether to calculate psuedo-r2 for quantile regression
...: Other arguments, ignored for now

Details

control parameters to pass to the control arguments of quantreg_spacing, the lower-level function called by qs. This is set via the function qs_control, which returns a named list, with elements including: