Obtains predicted or fitted values for objects of class 'mvord'.
# S3 method for mvord
predict(
object,
newdata = NULL,
type = NULL,
subjectID = NULL,
newoffset = NULL,
...
)an object of class 'mvord'.
(optional) data frame of new covariates and new responses.
types "class", "prob" and "cum.prob" are available.
(optional) vector specifying for which subjectIDs the predictions
or fitted values should be computed.
(optional) list of length equal to the number of outcomes, each element containing a vector of offsets to be considered.
further arguments passed to or from other methods.
type | description |
"class" | combination of response categories with the highest probability. Used as default if newdata contains no column(s) for response variable(s) or all responses are NA. |
"prob" | fitted joint probability for the observed response categories |
or the categories provided in the response column(s) in newdata. Used as default if newdata contains column(s) for response variable(s). | |
If response column(s) in newdata contain only NAs or is missing, this type is not supported. | |
"cum.prob" | fitted joint cumulative probability for the observed response |
categories or the categories provided in the response column(s) in newdata. | |
If response column(s) in newdata contain only NAs or is missing, this type is not supported. |
If provided, the (row) names of the output correspond to the subjectIDs, otherwise they correspond to the row id of the observations.
marginal_predict, joint_probabilities