causal_alt_pos500_p3_k3 dataset

Causal dataset (N=500, p=3) with different positive-support kernels by arm. Intended for alternating-kernel causal vignettes (GPD=FALSE).

Usage

causal_alt_pos500_p3_k3

Format

A list with:

y

Numeric outcome vector.

A

Binary treatment indicator (0/1).

X

data.frame with x1-x3.

meta

List with N, support, p, K0, K1, tail, exceed_frac.

truth

List with kernel0, kernel1, params0, params1, tail_params.

Examples

data("causal_alt_pos500_p3_k3")
head(causal_alt_pos500_p3_k3$X)
#>            x1          x2          x3
#> 1  0.38137182 -0.47943924 -0.14737691
#> 2 -0.04586294  0.06507704  0.02226763
#> 3  0.82269976 -0.30143661 -1.20095919
#> 4 -0.28191615 -0.13892273 -1.82635785
#> 5 -0.83260201  0.04237285  0.05980613
#> 6  0.17823357  0.78714464  0.79917768