simulate.ontram: Simulate Responses
| simulate.ontram | R Documentation |
Simulate Responses
Description
Simulate Responses
Usage
## S3 method for class 'ontram'
simulate(
object,
nsim = 1,
x = NULL,
y,
im = NULL,
levels = 1:ncol(y),
seed = NULL,
...
)
Examples
data("wine", package = "ordinal")
fml <- rating ~ temp + contact
x_train <- model.matrix(fml, data = wine)[, -1L]
y_train <- model.matrix(~ 0 + rating, data = wine)
x_valid <- x_train[1:20,]
y_valid <- y_train[1:20,]
mo <- ontram_polr(x_dim = ncol(x_train), y_dim = ncol(y_train),
method = "logit", n_batches = 10, epochs = 50)
fit_ontram(mo, x_train = x_train, y_train = y_train)
simulate(mo, nsim = 1, x = x_valid, y = y_valid)
