target.data: A data set of simulated RCT data, where outcome is continuous...

In RCTrep: Validation of Estimates of Treatment Effects in Observational Data

A data set of simulated RCT data, where outcome is continuous variable, treatment is a binary variable.

Description

A data set of simulated RCT data, where outcome is continuous variable, treatment is a binary variable.

Usage

target.data

Format

## 'target.data' A data frame with 5000 rows and 8 variables:

x1

binary variable, x1 ~ rbinom(5000,1,0.7)

x2

binary variable, x2 ~ rbinom(5000,1,0.9)

x3

binary variable, x3 ~ rbinom(5000,1,0.2)

x4

binary variable, x4 ~ rbinom(5000,1,0.3)

x5

binary variable, x5 ~ rbinom(5000,1,0.2)

x6

binary variable, x6 ~ rbinom(5000,1,0.3)

z

binary variable indicating treatment and control, z ~ rbinom(5000,1,0.5)

y

continuous variable indicating outcome, y ~ x1 + 6*x2+x6+2*z + rnorm(5000,0,1)

RCTrep documentation built on Nov. 2, 2023, 6:10 p.m.