predict.explore function

Model Predictions for explore Objects

## S3 method for class 'explore'
predict(
  object,
  newdata = NULL,
  summary = TRUE,
  cred = 0.95,
  iter = NULL,
  progress = TRUE,
  ...
)

Arguments

• object: object of class explore
• newdata: an optional data frame for obtaining predictions (e.g., on test data)
• summary: summarize the posterior samples (defaults to TRUE).
• cred: credible interval used for summarizing
• iter: number of posterior samples (defaults to all in the object).
• progress: Logical. Should a progress bar be included (defaults to TRUE) ?
• ...: currently ignored

Returns

summary = TRUE: 3D array of dimensions n (observations), 4 (posterior summary), p (number of nodes). summary = FALSE: list containing predictions for each variable

Examples

# data
Y <- ptsd

# fit model
fit <- explore(Y, iter = 250,
               progress = FALSE)

# predict
pred <- predict(fit,
                progress = FALSE)