create_matching: Create pseudo population using matching casual inference...

In wxwx1993/GPSmatching: Matching on Generalized Propensity Scores with Continuous Exposures

Create pseudo population using matching casual inference approach

Description

Generates pseudo population based on matching casual inference method.

Usage

create_matching(
  dataset,
  bin_seq = NULL,
  gps_model = "parametric",
  nthread = 1,
  optimized_compile,
  ...
)

Arguments

dataset	A list with 6 elements. Including An original dataset as well as helper vectors from estimating GPS. See compile_pseudo_pop() for more details.
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).
gps_model	Model type which is used for estimating GPS value, including parametric (default) and non-parametric.
nthread	Number of available cores.
optimized_compile	Option to activate optimized compilation.
...	Additional arguments passed to the function.

Value

Returns data.table of matched set.

wxwx1993/GPSmatching documentation built on March 1, 2023, 9:32 p.m.