Interactive simulations that demonstrate properties of robust statistics

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  • License: BSD License (BSD 3-clause)
  • Author: Allan Campopiano
  • Requires: Python >=3.6
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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 to access the hosted Streamlit app

im

Click here to access the hosted Streamlit app

Comparing estimators in terms of type-I error

im

Project details

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Avatar for alcampopiano from gravatar.com alcampopiano

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  • License: BSD License (BSD 3-clause)
  • Author: Allan Campopiano
  • Requires: Python >=3.6
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This version

0.1.dev2 pre-release

0.1.dev1 pre-release

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