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Reply to Vogelsang (Journal of Robustness Reports)

This repository hosts files and code related to our Bayesian Mixed Effects reanalysis of data presented by Vogelsang et al. (2024) published in Science. Links to previous related preprints and a reply from the original authors can be found below.

Vogelsang, M., Vogelsang, L., Gupta, P., Gandhi, T. K., Shah, P., Swami, P., ... & Sinha, P. (2024). Impact of early visual experience on later usage of color cues. Science, 384(6698), 907-912. https://www.science.org/doi/pdf/10.1126/science.adk9587

T. S. A. Wallis & J. M. Martin. (2024, August 16). No evidence that late-sighted individuals rely more on color for object recognition: Reply to Vogelsang et al. OSF Preprints. https://osf.io/preprints/psyarxiv/sv4pw

Vogelsang, M., Vogelsang, L., Gupta, P., Gandhi, T. K., Shah, P., Swami, P., ... & Sinha, P. (2024, September 4). Assessing the impact of color on recognition performance in late-sighted and controls: Response to Thomas Wallis and Joshua Martin. OSF Preprints. https://osf.io/preprints/psyarxiv/upj2d

T. S. A. Wallis & J. M. Martin. (2024, September 17). Still no evidence that late-sighted individuals rely more on color for object recognition: Reply to Vogelsang et al. OSF Preprints. https://osf.io/preprints/psyarxiv/d8nvj

Directory structure and usage

The pdf of our manuscript can be found in the publications directory. The code underlying our data analysis can be found in the scripts directory. This consists of a Bayesian generalised mixed effects model analysis (carried out in an R notebook). The raw and processed data files can be found in the data directory.

./vogelsang_science_reply
├── README.md
├───data
│   └───processed_data
├───figures
├───publications
└───scripts

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A Bayesian mixed-effects analysis found no evidence that patients treated with cataract surgery rely more on color cues for object recognition compared to controls.

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