CRAN/E | OVtool

OVtool

Omitted Variable Tool

Installation

About

This tool was designed to assess the sensitivity of research findings to omitted variables when estimating causal effects using propensity score (PS) weighting. This tool produces graphics and summary results that will enable a researcher to quantify the impact an omitted variable would have on their results. Burgette et al. (2021) describe the methodology behind the primary function in this package, ov_sim. The method is demonstrated in Griffin et al. (2020) doi:10.1016/j.jsat.2020.108075.

Key Metrics

Version 1.0.3
R ≥ 2.10
Published 2021-11-02 908 days ago
Needs compilation? no
License GPL-3
CRAN checks OVtool results

Downloads

Yesterday 16 0%
Last 7 days 59 -11%
Last 30 days 209 -2%
Last 90 days 620 -25%
Last 365 days 2.735 -8%

Maintainer

Maintainer

Lane Burgette

burgette@rand.org

Authors

Lane Burgette

aut / cre

Joseph Pane

aut

Beth Ann Griffin

aut

Daniel McCaffrey

aut

Material

README
Reference manual
Package source

In Views

CausalInference

Vignettes

OVtool - Omitted Variable Tool

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

OVtool archive

Depends

R ≥ 2.10
twang

Imports

Amelia
EnvStats
devtools
dplyr
ggplot2
ggrepel
glue
magrittr
metR
purrr
progress
rlang
survey
stats
tibble
tidyselect
varhandle

Suggests

rmarkdown
knitr