apoorvalal / balancer

Balancing weights for observational studies

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

balancer

Project Status: WIP  Initial development is in progress, but there has not yet been a stable, usable release suitable for the public.

Overview

This package implements various forms of balancing weights which solve the general dual problem:

min f^*(X %*% theta) - X_t + h^*(theta)

This optimization problem is solved with accelerated proximal gradient descent.

Installation

To install this package, first ensure that devtools is installed with

install.packages("devtools")

then install the package from GitHub with

devtools::install_github("ebenmichael/balancer")

About

Balancing weights for observational studies


Languages

Language:R 100.0%