pred: Obtaining predicted values from fitted models

In paths: An Imputation Approach to Estimating Path-Specific Causal Effects

Description

Generic function that returns predicted outcomes from lm, glm, gbm, wbart, and pbart objects with new data.

Usage

pred(object, newdata, ...)

## S3 method for class 'lm'
pred(object, newdata, ...)

## S3 method for class 'glm'
pred(object, newdata, ...)

## S3 method for class 'gbm'
pred(object, newdata, method = "OOB", ...)

## S3 method for class 'pbart'
pred(object, newdata, ...)

## S3 method for class 'wbart'
pred(object, newdata, ...)

Arguments

object	a fitted model object, which can be of class lm, glm, gbm, wbart, or pbart.
newdata	a data frame containing predictor variables.
...	additional arguments passed to the predict methods.
method	Method used to determine the optimal number of boosting iterations for gbm objects.

Value

a vector of expected outcomes for newdata

paths documentation built on June 18, 2021, 9:07 a.m.