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README.Rmd
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README.Rmd
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---
output: github_document
---
<!-- README.md is generated from README.Rmd. Please edit that file -->
```{r, include = FALSE}
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>",
fig.path = "man/figures/README-",
out.width = "100%"
)
```
# simul
<!-- badges: start -->
[![License: GPL v3](https://img.shields.io/badge/License-GPLv3-blue.svg)](https://www.gnu.org/licenses/gpl-3.0)
[![R build status](https://github.com/nt-williams/simul/workflows/R-CMD-check/badge.svg)](https://github.com/nt-williams/simul/actions/)
<!-- badges: end -->
> Fast Simultaneous Confidence Bands Based on the Efficient Influence Function and Multiplier Bootstrap
---
## Installation
simul can be installed from CRAN with:
``` r
install.packages("simul")
```
or from [GitHub](https://github.com) with:
``` r
devtools::install_github("nt-williams/simul")
```
## Scope
Compute fast critical values for constructing uniform (simultaneous) confidence bands. The critical value is calculated using a multiplier bootstrap of the empirical efficient influence function as described by Kennedy (2019).
## References
Edward H. Kennedy (2019) Nonparametric Causal Effects Based on Incremental Propensity Score Interventions, Journal of the American Statistical Association, 114:526, 645-656, DOI: 10.1080/01621459.2017.1422737
## License
GPLv3 @ Nicholas Williams