Example_data {rjaf}R Documentation

Simulated randomized experiment data

Description

A data set simulated based on the function sim.data in the Examples section of rjaf.R.

Usage

Example_data

Format

A data frame with 100 rows, 12 columns, and 5 treatment arms:

id

Subject ID.

trt

Character strings indicating treatment arms (0, 1, 2, 3, and 4) assigned to subjects, where arm 0 is considered to be the control.

X1

Covariate X1.

X2

Covariate X2.

X3

Covariate X3.

prob

Probabilities of treatment assignment.

Y

Observed outcomes.

Y0

Counterfactual outcomes when subjects are assigned to treatment 0.

Y1

Counterfactual outcomes when subjects are assigned to treatment 1.

Y2

Counterfactual outcomes when subjects are assigned to treatment 2.

Y3

Counterfactual outcomes when subjects are assigned to treatment 3.

Y4

Counterfactual outcomes when subjects are assigned to treatment 4.


[Package rjaf version 0.1.3 Index]