se_control.Rd
Control standard_errors parameters
se_control( se_method = "subsample", subsample_percent = 0.2, num_bs = 100, draw_weights = F, sampling_method = "subsampleRows", parallel_thresh = 1e+05, ... )
se_method | Method to use for standard errors, either "weighted_bootstrap",
"subsample", "bootstrap" or "rq_sample" (the last one is fully customized per the other se_control parameters)
along with a specified subsampling method and
subsample percent. If specifying "custom", must also specify |
---|---|
subsample_percent | A number between 0 and one, specifying the percent of the data to subsample for standard error calculations |
num_bs | Number of bootstrap iterations to use, defaults to 100. |
draw_weights | Whether to use random exponential weights for bootstrap, either TRUE or FALSE |
sampling_method | One of "leaveRows", "subsampleRows", or "bootstrapRows". |
parallel_thresh | threshold for when to use parallel, based on |
... | Other arguments, ignored for now leaveRows doesn't resample rows at all. subsampleRows samples without replacement given some percentage of the data (specified via subsample_percent), and bootstrapRows samples with replacement. |
se_control control parameters to pass to the control arguments of quantreg_spacing
,
the lower-level function called by standard_errors
.