This repository contains supplementary material to the publication: Gerbrich Ferdinands (2020) *AI-Assisted Systematic Reviewing: Selecting Studies to Compare Bayesian Versus Frequentist SEM for Small Sample Sizes, Multivariate Behavioral Research*, DOI: [10.1080/00273171.2020.1853501](https://doi.org/10.1080/00273171.2020.1853501) Scripts to reproduce these results can be found on GitHub: https://github.com/asreview/paper-simulation-smid-2020-mbr # Data Data from Smid et al (2020) was used to simulate an AI-assisted systematic review. See `smid_2019.csv`, retrieved from https://osf.io/puq7x/. If you want to use this data in your work, please cite the original publication by Smid et al (2020): Sanne C. Smid, Daniel McNeish, Milica Miočević & Rens van de Schoot (2020) *Bayesian Versus Frequentist Estimation for Structural Equation Models in Small Sample Contexts: A Systematic Review, Structural Equation Modeling: A Multidisciplinary Journal*, 27:1, 131-161, DOI: [10.1080/10705511.2019.1577140](https://doi.org/10.1080/10705511.2019.1577140) # Simulation study To reproduce the results presented in this study, run the following in your CLI: ``` # install required software (such as ASReview) pip install requirements.txt # run all simulations ./simulation_scripts.sh # get statistics asreview stat simoutput/nb asreview stat simoutput/logistic # create figure python plots.py ``` # Poster presentation This study was presented as a poster at the 2020 meeting of the Society for Multivariate Experimental Psychology (SMEP): Gerbrich Ferdinands, & Rens van de Schoot. (2021). *The future of systematic reviews. Presented at the Annual meeting of the Society for Multivariate Experimental Psychology (SMEP 2020)*, Online: Zenodo. [http://doi.org/10.5281/zenodo.4421311](http://doi.org/10.5281/zenodo.4421311) # License This project has a CC-By 4.0 license.