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Code for the analyses underlying the Cognitive Science Society poster, "Multimodal dynamics of explaining the mechanisms of global warming" (Paxton, Abney, Castellanos, & Sepulveda, 2016)
In this project, we implement various hybrid models based on a cognitive model of decision making, MLBA, and neural networks to find a balance between explainability and prediction accuracy in human decision prediciton tasks.
The data, R programming, and outputs for the research paper testing glucose consumption and cognitive factors. I used R to clean, process, model, and visualize the data. The outputs folder contains the finished products. Link to paper pending.