mix_data: Simulated Mixed Data

In causalDisco: Tools for Causal Discovery on Observational Data

Simulated Mixed Data

Description

A dataset combining continuous and categorical variables. The first three variables are replaced with categorical versions from cat_data.

Usage

mix_data

Format

A data.frame with 1000 rows and 5 variables.

X1

Categorical, from cat_data$X1.

X2

Categorical, from cat_data$X2.

X3

Categorical, from cat_data$X3.

Z

Numeric, same as num_data$Z.

Y

Numeric, same as num_data$Y.

Details

The R code used to generate this dataset is as follows:

data(num_data)
data(cat_data)
mix_data <- num_data
mix_data$X1 <- cat_data$X1
mix_data$X2 <- cat_data$X2
mix_data$X3 <- cat_data$X3

See Also

num_data, cat_data

Examples

data(mix_data)
head(mix_data)

causalDisco documentation built on April 13, 2026, 5:06 p.m.