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Deep Exploratory Item Factor Analysis

Code to reproduce the experiments in Urban, C. J. & Bauer, D. J. (2021). A deep learning algorithm for high-dimensional exploratory item factor analysis. Psychometrika. https://doi.org/10.1007/s11336-021-09748-3

How to Use

First, the Big Five Personality Factors data needs to be downloaded from the Open Source Psychometrics Project and pre-processed. To do so, first run this R script. All analyses can then be run using this Jupyter notebook.

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Please email Christopher Urban with any questions or comments.

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Code for "A Deep Learning Algorithm for High-Dimensional Exploratory Item Factor Analysis"

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