pred: Obtaining predicted values from fitted models

In xiangzhou09/paths: An Imputation Approach to Estimating Path-Specific Causal Effects

Obtaining predicted values from fitted models

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

xiangzhou09/paths documentation built on Jan. 26, 2024, 3:09 p.m.