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dabestr
=======
# dabestr

[![Travis CI build status](https://img.shields.io/travis/com/ACCLAB/dabestr/master.svg)](https://travis-ci.com/ACCLAB/dabestr/) [![minimal R version](https://img.shields.io/badge/R%3E%3D-3.5.0-6666ff.svg)](https://cran.r-project.org/) [![CRAN Status Badge](https://www.r-pkg.org/badges/version-last-release/dabestr?color=green)](https://cran.r-project.org/package=dabestr) [![CRAN Download Count](https://cranlogs.r-pkg.org/badges/grand-total/dabestr?color=brightgreen)](https://cran.r-project.org/package=dabestr) [![Free-to-view citation](https://zenodo.org/badge/DOI/10.1038/s41592-019-0470-3.svg)](https://rdcu.be/bHhJ4) [![License](https://img.shields.io/badge/License-BSD%203--Clause--Clear-orange.svg)](https://spdx.org/licenses/BSD-3-Clause-Clear.html)

## Contents

- [About](#about)
- [Requirements](#requirements)
- [Installation](#installation)
- [Usage](#usage)
- [How to cite](#how-to-cite)
- [Bugs](#bugs)
- [Contributing](#contributing)
- [dabestr in other languages](#dabestr-in-other-languages)

## About

dabestr is a package for **D**ata **A**nalysis using **B**ootstrap-Coupled **EST**imation.

About
-----

[Estimation statistics](https://en.wikipedia.org/wiki/Estimation_statistics "Estimation Stats on Wikipedia") is a [simple framework](https://thenewstatistics.com/itns/ "Introduction to the New Statistics") that avoids the [pitfalls](https://www.nature.com/articles/nmeth.3288 "The fickle P value generates irreproducible results, Halsey et al 2015") of significance testing. It uses familiar statistical concepts: means, mean differences, and error bars. More importantly, it focuses on the effect size of one's experiment/intervention, as opposed to a false dichotomy engendered by *P* values.

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![](man/figures/README-cumming.showpieces-1.png)![](man/figures/README-cumming.showpieces-2.png)![](man/figures/README-cumming.showpieces-3.png)

Requirements
------------
## Requirements

Your version of R must be 3.5.0 or higher.


Installation
------------
## Installation

``` r
install.packages("dabestr")
Expand All @@ -38,8 +46,7 @@ install.packages("dabestr")
devtools::install_github("ACCLAB/dabestr")
```

Usage
-----
## Usage

``` r
library(dabestr)
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You will find more useful code snippets in this [vignette](http://bit.ly/using-dabestr).

How to cite
-----------
## How to cite

**Moving beyond P values: Everyday data analysis with estimation plots**

Expand All @@ -86,20 +92,18 @@ Nature Methods 2019, 1548-7105. [10.1038/s41592-019-0470-3](http://dx.doi.org/10
[Paywalled publisher site](https://www.nature.com/articles/s41592-019-0470-3); [Free-to-view PDF](https://rdcu.be/bHhJ4)


Bugs
----
## Bugs

Please open a [new issue](https://github.com/ACCLAB/dabestr/issues/new). Include a reproducible example (aka [reprex](https://www.tidyverse.org/help/)) so anyone can copy-paste your code and move quickly towards helping you out!

Contributing
------------

## Contributing

All contributions are welcome; please read the [Guidelines for contributing](https://github.com/ACCLAB/dabestr/blob/master/CONTRIBUTING.md) first.

We also have a [Code of Conduct](https://github.com/ACCLAB/dabestr/blob/master/CODE_OF_CONDUCT.md) to foster an inclusive and productive space.


dabestr in other languages
-------------------------
## dabestr in other languages

dabestr is also available in [Python](https://github.com/ACCLAB/DABEST-python "DABEST-Python on Github") and [Matlab](https://github.com/ACCLAB/DABEST-Matlab "DABEST-Matlab on Github").

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