make_sample_data: Make sample data
In raikens1/BigMatch: Stratification and Matching for Large Observational Data Sets
View source: R/make_sample_data.R
make_sample_data R Documentation
Make sample data
Description
Makes a simple data frame with treat (binary), outcome (binary), and five
covariates: X1 (continuous), X2 (continuous), B1 (binary), B2 (binary), and
C1 (categorical). Probability outcome = 1 is sigmoid(treat + X1). Probability
treatment = 1 is sigmoid(- 0.2 * X1 + X2 - B1 + 2 * B2)
Usage
make_sample_data(n = 100)
Arguments
n
the size of the desired data set
Examples
# make sample data set of 30 observations
dat <- make_sample_data(n = 30)
raikens1/BigMatch documentation built on April 1, 2022, 9:47 p.m.
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View source: R/make_sample_data.R
| make_sample_data | R Documentation |
Make sample data
Description
Makes a simple data frame with treat (binary), outcome (binary), and five covariates: X1 (continuous), X2 (continuous), B1 (binary), B2 (binary), and C1 (categorical). Probability outcome = 1 is sigmoid(treat + X1). Probability treatment = 1 is sigmoid(- 0.2 * X1 + X2 - B1 + 2 * B2)
Usage
make_sample_data(n = 100)
Arguments
n |
the size of the desired data set |
Examples
# make sample data set of 30 observations dat <- make_sample_data(n = 30)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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