PsychometricTests.jl

PsychometricTests.jl provides efficient data structures for psychometric testing in Julia. It serves as an entry point to the JuliaPsychometrics ecosystem of packages.

Installation

Currently this package is not registered in the General registry. You can install it from GitHub via

] add https://github.com/JuliaPsychometrics/PsychometricTests.jl.git

Getting started

PsychometricTests.jl allows construction and basic analysis of psychometric tests with PsychometricTest. Tests can be constructed from scratch, from an person by item response matrix, or from a Tables.jl compatible source such as DataFrames.jl.

using PsychometricTests
 
response_data = rand(0:1, 10, 3)
test = PsychometricTest(response_data)

After successful construction, test can be used to query responses,

test[1, :]  # get all responses for person 1
test[:, 2]  # get all responses for item 2

and do simple descriptive analysis, such as calculating the total scores for all persons,

personscores(test)

Extending PsychometricTest

PsychometricTests.jl includes a minimal implementation for item, person, and response types. However, in practice more complex types might be required. We provide means to extend the existing types to facilitate these types of analyses. Please see the docs for more details.