Create pseudo population using matching casual inference approach

Generates pseudo population based on matching casual inference method.

Usage

create_matching(
  .data,
  exposure_col_name,
  matching_fn,
  dist_measure = dist_measure,
  gps_density = gps_density,
  delta_n = delta_n,
  scale = scale,
  bin_seq = NULL,
  nthread = 1
)

Arguments

.data

TBD

gps_density

Model type which is used for estimating GPS value, including normal (default) and kernel.

bin_seq

Sequence of w (treatment) to generate pseudo population. If NULL is passed the default value will be used, which is seq(min(w)+delta_n/2,max(w), by=delta_n).

nthread

Number of available cores.

Value

Returns data.table of matched set.