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Sensitivity, specification curves, and decision stability

Reasonable preprocessing and modeling choices can change numerical results. eyeprocess therefore represents a defensible specification set explicitly and evaluates each branch under the same extraction contract.

grid <- process_sensitivity_grid(fixation_min_ms=c(60,80,100), pupil_interpolation=c("none","linear","spline"), max_invalid_trial=c(.2,.3,.4))
x <- run_process_sensitivity(data, grid, analysis_fun, extract_fun)
summarise_process_sensitivity(x, p_value="p_value")
decision_stability(x, p_value="p_value")
sensitivity_decision_leverage(x)
plot(x, lower="lower", upper="upper")

A stable declared multiverse does not validate specifications that were never included. Stability thresholds are reporting conventions, not universal validity cutoffs.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.