High-dimensional sparse partially linear DGP (v1.5.0) — dgp_synth_hd_sparse_plm_v150 • CausalStress

Version bump that reduces propensity coefficients to 0.2 to restore moderate overlap under high correlation.

Usage

dgp_synth_hd_sparse_plm_v150(
  n,
  seed = NULL,
  include_truth = TRUE,
  oracle_only = FALSE
)

Arguments

n: Integer, number of observations.
seed: Optional seed for reproducibility (passed to cs_set_rng()).
include_truth: Logical; if TRUE, include oracle truth tables where supported.
oracle_only: Logical; if TRUE, return only columns needed for oracle truth generation where supported.

Value

A synthetic DGP list with df, true_att, true_qst, and meta.

Details

Other components follow the v1.4.0 design.