predict.hdpGLM {hdpGLM}

hdpGLM Predicted values

Description

Function returns the predicted (fitted) values of the outcome variable using the estimated posterior expectation of the linear covariate betas produced by the hdpGLM function

Usage

## S3 method for class 'hdpGLM'
predict(object, new_data = NULL, ...)

Arguments

object

outcome of the function hdpLGM

new_data

data frame with the values of the covariates that are going to be used to generate the predicted/fitted values. The posterior mean is used to create the predicted values

...

family : a string with the family of the output variable: gaussian (default), binomial, etc...

Value

It returns a data.frame with the fitted values for the outcome variable, which are produced using the estimated posterior expectation of the linear coefficients beta.