Metadata-Version: 2.1
Name: robust-statistics-simulator
Version: 0.1.dev2
Summary: Interactive simulations that demonstrate properties of robust statistics
Home-page: https://github.com/Alcampopiano/hypothesize
Author: Allan Campopiano
Author-email: campopianoa@hcdsb.org
License: BSD 3-clause
Platform: UNKNOWN
Classifier: Development Status :: 1 - Planning
Classifier: Environment :: Console
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: BSD License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Requires-Python: >=3.6
Description-Content-Type: text/markdown
Requires-Dist: streamlit
Requires-Dist: scipy
Requires-Dist: pandas
Requires-Dist: numpy
Requires-Dist: altair

# Robust Statistics Simulator

An interactive Python package for demonstrating the basic concepts of robust statistics.
This package relies on Streamlit for interactivity.

From the root of the cloned repository, please run:

```
cd robust_statistics_simulator
streamlit run robust_statistics_simulator/simulation.py
```

This repository is in its early stages.

# Comparing estimators in terms of standard error
## Click [here](https://share.streamlit.io/alcampopiano/robust_statistics_simulator/robust_statistics_simulator/standard_error.py) to access the hosted Streamlit app
![im](https://github.com/Alcampopiano/robust_statistics_simulator/blob/master/docs/docs/img/rs_se.gif?raw=true)

## Click [here](https://share.streamlit.io/alcampopiano/robust_statistics_simulator/robust_statistics_simulator/type_I_error.py) to access the hosted Streamlit app
# Comparing estimators in terms of type-I error
![im](https://github.com/Alcampopiano/robust_statistics_simulator/blob/master/docs/docs/img/rs_terror.gif?raw=true)




