Create a random effects dataset object
Usage
createRandomEffectsDataset(group_labels, basis, variance_weights = NULL)
Arguments
- group_labels
Vector of group labels
- basis
Matrix of bases used to define the random effects regression (for an intercept-only model, pass an array of ones)
- variance_weights
(Optional) Vector of observation-specific variance weights
Value
RandomEffectsDataset object
Examples
rfx_group_ids <- sample(1:2, size = 100, replace = TRUE)
rfx_basis <- matrix(rnorm(3*100), ncol = 3)
weight_vector <- rnorm(100)
rfx_dataset <- createRandomEffectsDataset(rfx_group_ids, rfx_basis)
rfx_dataset <- createRandomEffectsDataset(rfx_group_ids, rfx_basis, weight_vector)