CEDdata: Example Data for the Crossover Encouragement Design
In kosukeimai/mediation: Causal Mediation Analysis
CEDdata R Documentation
Example Data for the Crossover Encouragement Design
Description
A randomly generated dataset containing 2000 rows and 7 columns with no
missing values.
Usage
CEDdata
Format
A data frame containing the following variables, which are
interpreted as results from a hypothetical randomized trial employing the
crossover encouragement design.
- T1:
The binary treatment indicator in the first stage.
- M1:
The binary mediator variable recorded in the first stage.
- Y1:
The binary outcome variable recorded in the first stage.
- T2:
The binary treatment in the second stage. Equal to 1 - T1 by
design.
- Z:
The binary encouragement indicator for the second stage.
- M2:
The binary mediator recorded in the second stage.
- Y2:
The binary outcome recorded in the second stage.
Details
Note that all the observed responses are generated from an
underlying distribution of potential outcomes and mediators (not shown in
this dataset) satisfying the assumptions described in Imai, Tingley and
Yamamoto (2012).
Source
Imai, K., Tingley, D. and Yamamoto, T. (2012) Experimental Designs
for Identifying Causal Mechanisms. Journal of the Royal Statistical
Society, Series A (Statistics in Society).
kosukeimai/mediation documentation built on June 3, 2023, 12:14 a.m.
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| CEDdata | R Documentation |
Example Data for the Crossover Encouragement Design
Description
A randomly generated dataset containing 2000 rows and 7 columns with no missing values.
Usage
CEDdata
Format
A data frame containing the following variables, which are interpreted as results from a hypothetical randomized trial employing the crossover encouragement design.
- T1:
The binary treatment indicator in the first stage.
- M1:
The binary mediator variable recorded in the first stage.
- Y1:
The binary outcome variable recorded in the first stage.
- T2:
The binary treatment in the second stage. Equal to 1 - T1 by design.
- Z:
The binary encouragement indicator for the second stage.
- M2:
The binary mediator recorded in the second stage.
- Y2:
The binary outcome recorded in the second stage.
Details
Note that all the observed responses are generated from an underlying distribution of potential outcomes and mediators (not shown in this dataset) satisfying the assumptions described in Imai, Tingley and Yamamoto (2012).
Source
Imai, K., Tingley, D. and Yamamoto, T. (2012) Experimental Designs for Identifying Causal Mechanisms. Journal of the Royal Statistical Society, Series A (Statistics in Society).
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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