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https://github.com/nignatiadis/shapeconstrainedstats.jl

Last synced: 26 days ago
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Host: GitHub
URL: https://github.com/nignatiadis/shapeconstrainedstats.jl
Owner: nignatiadis
License: mit
Created: 2019-05-03T00:02:01.000Z (over 5 years ago)
Default Branch: main
Last Pushed: 2022-07-01T03:59:29.000Z (over 2 years ago)
Last Synced: 2024-11-10T17:09:08.381Z (about 2 months ago)
Language: Julia
Size: 13.7 KB
Stars: 0
Watchers: 3
Forks: 1
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

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README

        # ShapeConstrainedStats.jl

[![Build Status](https://github.com/nignatiadis/ShapeConstrainedStats.jl/actions/workflows/CI.yml/badge.svg?branch=main)](https://github.com/nignatiadis/ShapeConstrainedStats.jl/actions/workflows/CI.yml?query=branch%3Amain)

[![Coverage](https://codecov.io/gh/nignatiadis/ShapeConstrainedStats.jl/branch/main/graph/badge.svg)](https://codecov.io/gh/nignatiadis/ShapeConstrainedStats.jl)

A Julia package for nonparametric shape-restricted statistics, see e.g. [1] for a recent review. Currently only implements the `IsotonicRegression` type as a `StatsBase.RegressionModel`. The main fitting function was written originally in [Isotonic.jl](https://github.com/ajtulloch/Isotonic.jl) and [MultipleTesting.jl](https://github.com/juliangehring/MultipleTesting.jl).

# References

[1] Guntuboyina, Adityanand, and Bodhisattva Sen. "Nonparametric shape-restricted regression." Statistical Science 33.4 (2018): 568-594.