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Unified Multimodal Process-IRT
In eyeprocess: Harmonize Eye-Tracking, Pupillometry, Biometrics, and Psychometric Process Data
knitr::opts_chunk$set(collapse = TRUE, comment = "#>")
library(eyeprocess)
Objective
eyeprocess 0.10 treats response, RT, gaze and pupil as coordinated
measurement channels while retaining neutral interpretation of process signals.
sim <- simulate_multimodal_irt(n_person=60, n_item=10, seed=42)
sim
audit_multimodal_measurement(sim$measurement)
Native visualization
plot(sim, type="latent_correlation")
plot(sim$measurement, type="availability")
Interpretation boundary
The simulated gaze dimension is a gaze-process propensity and the pupil
dimension is pupil responsivity. Neither is automatically a psychological
construct.
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eyeprocess documentation built on Sept. 28, 2026, 5:08 p.m.
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knitr::opts_chunk$set(collapse = TRUE, comment = "#>") library(eyeprocess)
Objective
eyeprocess 0.10 treats response, RT, gaze and pupil as coordinated
measurement channels while retaining neutral interpretation of process signals.
sim <- simulate_multimodal_irt(n_person=60, n_item=10, seed=42) sim audit_multimodal_measurement(sim$measurement)
Native visualization
plot(sim, type="latent_correlation") plot(sim$measurement, type="availability")
Interpretation boundary
The simulated gaze dimension is a gaze-process propensity and the pupil dimension is pupil responsivity. Neither is automatically a psychological construct.
Try the eyeprocess package in your browser
Any scripts or data that you put into this service are public.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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