Data and Source Code for Publication "Decoding Odor Responses: Universal Patterns and Individual Signatures in Psychophysiology using Nonlinear Models"

Le résumé fourni par la source

Zip file with source code and data to replicate the nonlinear models in "Decoding Odor Responses: Universal Patterns and Individual Signatures in Psychophysiology using Nonlinear Models". File Description: compute-models.R: R source code for the computation of the nonlinear models, including: Final data processing Model fitting Model performance check Model structure examination using sequentialle reduced models Participant- and odor-wise individual predictions Odor-wise marginal predictions .here: Reference file for the R package "here". Does not entail any further information data/demographics.csv: General demographics of the participants Variables participant: Participant identifier age: Participant age in years [18 - 28] sex: Participant sex [Male, Female] identification_score: Sniffin' Sticks Identification subtest scores [9 - 16] data/physio_data_wide_6sec.arrow: Psychophysiological and perceptual responses to odors Variables participant: Participant identifier Condition: Presented odor [benzyl, maltol, decan, amycap, tolyl, carvon] test_half: Half of the experiment in which the trial occured [first_half, second_half] MR1: Perceptual Dimension "Valence" [-1.76 - 2.26] MR2: Perceptual Dimension "Temperature" [-1.93 - 1.78] MR3: Perceptual Dimension "Intensity" [-2.07 - 1.78] Label: Trial identifier item_order: Trial order RSP_ts0.2 - RSP_ts6: Psychophys. signal "Respiration"; ts describes the time-resolved sampling point in seconds ECG_ts0.2 - ECG_ts6: Psychophys. signal "Hear Rate"; ts describes the time-resolved sampling point in seconds EMG_zyg_ts0.2 - EMG_zyg_ts6: Psychophys. signal "EMG Zygomaticus Major"; ts describes the time-resolved sampling point in seconds EMG_cor_ts0.2 - EMG_cor_ts6: Psychophys. signal "EMG Corrugator Supercilii "; ts describes the time-resolved sampling point in seconds

Ce résumé expose les affirmations des auteurs. BNTIC ne l’interprète pas comme une validation indépendante des résultats.