var33: simulated dataset from a DAG comprising of 33 variables
Description
250 observations simulated from a DAG with 17 binary variables and 16 continuous. A DAG of this data features in the vignette. Note that the conditional dependence relations given are those in the population and may differ in the realization of 250 observations.
Format
A data frame with a mixture of discrete variables each of which is set as a factor and continuous variables. Joint distribution structure used to generate the data.
- v1
- Binary, independent.
- v2
- Gaussian, conditionally dependent upon v1.
- v3
- Binary, independent.
- v4
- Binary, conditionally dependent upon v3.
- v5
- Gaussian, conditionally dependent upon v6.
- v6
- Binary, conditionally dependent upon v4 and v7.
- v7
- Gaussian, conditionally dependent upon v8.
- v8
- Gaussian, conditionally dependent upon v9.
- v9
- Binary, conditionally dependent upon v10.
- v10
- Binary, independent.
- v11
- Binary, conditionally dependent upon v10, v12 and v19.
- v12
- Binary, independent.
- v13
- Gaussian, independent.
- v14
- Gaussian, conditionally dependent upon v13.
- v15
- Binary, conditionally dependent upon v14 and v21.
- v16
- Gaussian, independent.
- v17
- Gaussian, conditionally dependent upon v16 and v20.
- v18
- Binary, conditionally dependent upon v20.
- v19
- Binary, conditionally dependent upon v20.
- v20
- Binary, independent.
- v21
- Binary, conditionally dependent upon v20.
- v22
- Gaussian, conditionally dependent upon v21.
- v23
- Gaussian, conditionally dependent upon v21.
- v24
- Gaussian, conditionally dependent upon v23.
- v25
- Gaussian, conditionally dependent upon v23 and v26.
- v26
- Binary, conditionally dependent upon v20.
- v27
- Binary, independent.
- v28
- Binary, conditionally dependent upon v27, v29 and v31.
- v29
- Gaussian, independent.
- v30
- Gaussian, conditionally dependent upon v29.
- v31
- Gaussian, independent.
- v32
- Binary, conditionally dependent upon v21, v29 and v31.
- v33
- Gaussian, conditionally dependent upon v31.
dag33[2,1] <- 1;
dag33[4,3] <- 1;
dag33[6,4] <- 1; dag33[6,7] <- 1;
dag33[5,6] <- 1;
dag33[7,8] <- 1;
dag33[8,9] <- 1;
dag33[9,10] <- 1;
dag33[11,10] <- 1; dag33[11,12] <- 1; dag33[11,19] <- 1;
dag33[14,13] <- 1;
dag33[17,16] <- 1;dag33[17,20] <- 1;
dag33[15,14] <- 1; dag33[15,21] <- 1;
dag33[18,20] <- 1;
dag33[19,20] <- 1;
dag33[21,20] <- 1;
dag33[22,21] <- 1;
dag33[23,21] <- 1;
dag33[24,23] <- 1;
dag33[25,23] <- 1; dag33[25,26] <- 1;
dag33[26,20] <- 1;
dag33[33,31] <- 1;
dag33[33,31] <- 1;
dag33[32,21] <- 1; dag33[32,31] <- 1; dag33[32,29] <- 1;
dag33[30,29] <- 1;
dag33[28,27] <- 1; dag33[28,29] <- 1; dag33[28,31] <- 1;