Make predictions from FGLMtrunc fitted model — predict.FGLMtrunc • FGLMtrunc

This function returns truncated estimate of linear predictors, fitted values, and functional parameter \(\beta\) for a fitted FGLMtrunc object.

Usage

# S3 method for FGLMtrunc
predict(
  object,
  newX.curves,
  newS = NULL,
  type = c("link", "response", "coefficients"),
  ...
)

object: fitted FGLMtrunc object
newX.curves: Matrix of new values for functional predictors X.curves.
newS: Matrix of new values for scalar predictors S.
type: Type of prediction. For logistic regression (family = "binomial"), type="link" gives the linear predictors, which is log-odds, and type="response" gives the predicted probabilities. For linear regression (family = "gaussian"), both type="link" and type="response" give fitted values. For both linear regression and logistic regression, type="coefficients" gives truncated estimate of functional parameter \(\beta\).
...: additional predict arguments (Not applicable for FGLMtrunc)

Predictions depends on chosen type.