README.Rmd

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output: github_document
---

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```{r, include = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
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  fig.path = "man/figures/README-",
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```

# simul

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> 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