Data Analysis and Visualization using Bootstrap-Coupled Estimation.


Keywords
nbdev, jupyter, notebook, python, data-analysis, data-visualization, estimation, statistics
License
Apache-2.0
Install
pip install dabest==2024.3.29

Documentation

DABEST (Python)

About

DABEST is a package for Data Analysis using Bootstrapped ESTimation.

Requirements

Python 3.6 is strongly recommended, although this has been tested with Python 2.7 and Python 3.5.

In addition, the following packages are also required:

  • matplotlib (2.0.2)
  • seaborn (0.8)
  • numpy (1.13.1)
  • scipy (1.0.0)
  • pandas (0.21.0).

To obtain these package dependencies easily, it is highly recommended to download the Anaconda distribution of Python from https://www.continuum.io/downloads.

Installation

You can install this package via conda or pip. The former is recommended, and comes installed with the above-mentioned Anaconda distribution.

To install, at the command line, run either

conda config --add channels conda-forge
conda install dabest

or

pip install --upgrade dabest

Usage

Please refer to the tutorial.

Matlab version

There is also a Matlab version of DABEST.