pbph: pbph: A package for performing Peters-Belson with Prognostic...

In josherrickson/epb: Peters-Belson with Prognostic Heterogeneity

pbph: A package for performing Peters-Belson with Prognostic Heterogeneity

Description

Performs Peters-Belson with Prognostic Heterogeneity on the data.

Usage

pbph(mod1, treatment, data, center = TRUE, cluster = NULL)

Arguments

mod1	First stage fitted model.
treatment	A 0/1 variable in data indicating treatment assignment, or a vector of 0/1 treatment indicators.
data	Data where variables in form live.
center	Default TRUE. Should the predicted values be centered in the second stage?
cluster	A variable in data indicating cluster membership, or a vector of cluster membership.

Value

A pbph object which extends lm. Can be passed to summary or confint.

The return contains an additional object, pbph, which lm doesn't include. pbph contains mod1, a copy of the first stage model, and data, which includes the data augmented with treatment and predicted.

josherrickson/epb documentation built on July 6, 2023, 9:12 p.m.