Description Usage Arguments Value Examples
This function takes a matrix with dummy outlier columns, where there are possibly multiple ones. We first merge these columns to one and then explode them to obtain one dummy variable per column.
1 | explode_dummies(outlier_dummies)
|
outlier_dummies |
A matrix of outlier dummy variables in columns. |
A matrix with dummy variables in columns, each having one nonzero index. The columns are named outlier_x
, with x being the 1-based row index of the position that this dummy variable is masking.
1 2 3 4 5 6 7 8 9 | outlier_dummies <- matrix(NA,
nrow = 5,
ncol = 3,
dimnames = list(NULL, c('rumination', 'happiness', 'activity')))
outlier_dummies[, 1] <- c(0, 0, 1, 0, 1)
outlier_dummies[, 2] <- c(0, 1, 1, 0, 0)
outlier_dummies[, 3] <- c(1, 0, 0, 0, 1)
outlier_dummies
autovarCore:::explode_dummies(outlier_dummies)
|
rumination happiness activity
[1,] 0 0 1
[2,] 0 1 0
[3,] 1 1 0
[4,] 0 0 0
[5,] 1 0 1
outlier_1 outlier_2 outlier_3 outlier_5
[1,] 1 0 0 0
[2,] 0 1 0 0
[3,] 0 0 1 0
[4,] 0 0 0 0
[5,] 0 0 0 1
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