data_cat_realistic: Mock data set with Categorical Treatment and rare treatment
In tlverse/tmle3mopttx: Targeted Maximum Likelihood Estimation of the Mean under Optimal Individualized Treatment
data_cat_realistic R Documentation
Mock data set with Categorical Treatment and rare treatment
Description
A dataset with a simple data structure O = (A, Y, W), where outcome (Y) is
binary and treatment (A) is categorical, with one of the categories having
low probability.
This is a simple dataset designed specifically to illustrate the TMLE estimation procedure
with realistic intervention.
Usage
data_cat_realistic
Format
A data.frame with 6 columns.
- Y
A binary variable representing an outcome of interest.
- A
A binary variable representing an intervention of interest.
- W1
A categorical variable representing a covariate of interest.
- W2
A categorical variable representing a covariate of interest.
- W3
A categorical variable representing a covariate of interest.
- W4
A categorical variable representing a covariate of interest.
tlverse/tmle3mopttx documentation built on Aug. 9, 2022, 3:31 p.m.
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.
| data_cat_realistic | R Documentation |
Mock data set with Categorical Treatment and rare treatment
Description
A dataset with a simple data structure O = (A, Y, W), where outcome (Y) is binary and treatment (A) is categorical, with one of the categories having low probability. This is a simple dataset designed specifically to illustrate the TMLE estimation procedure with realistic intervention.
Usage
data_cat_realistic
Format
A data.frame with 6 columns.
- Y
A binary variable representing an outcome of interest.
- A
A binary variable representing an intervention of interest.
- W1
A categorical variable representing a covariate of interest.
- W2
A categorical variable representing a covariate of interest.
- W3
A categorical variable representing a covariate of interest.
- W4
A categorical variable representing a covariate of interest.
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.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.