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DominiqueMakowski / SubjectiveScalesModels.jl

A Julia package for Beta-like regression models useful for subjective scales data (Likert scales, analog scales, ...)
https://dominiquemakowski.github.io/SubjectiveScalesModels.jl/
MIT License
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analog bayesian beta beta-regression cognitive julia likert ordbeta ordered scales survey turing

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SubjectiveScalesModels.jl

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Toolbox for modelling scores from subjective scales (for example Likert or analog scales), common in psychology and cognitive neuroscience.

Installation

using Pkg

Pkg.add("SubjectiveScalesModels")

Features

BetaPhi2() Distribution for Beta Regressions

BetaPhi2(0.5, 1)

Ordered Beta Model

Choice-Confidence (Choco) Model

Choco(p1=0.3, μ0=0.7, ϕ0=3, μ1=0.4, ϕ1=2)

Zero-One-Inflated Beta Model (ZOIB)