inst/doc/evidence-decision-provenance.R

In eyeprocess: Harmonize Eye-Tracking, Pupillometry, Biometrics, and Psychometric Process Data

## ----setup, include=FALSE-----------------------------------------------------
knitr::opts_chunk$set(collapse = TRUE, comment = "#>", eval = FALSE)

## -----------------------------------------------------------------------------
# graph <- build_evidence_graph(
#   raw_data = c("gaze_samples", "pupil_samples"),
#   transformations = c("blink_removal", "baseline_correction", "probabilistic_AOI_assignment"),
#   metrics = c("pupil_auc", "AOI_entropy"),
#   models = c("functional_pupil_model", "item_process_model"),
#   diagnostics = c("high_effort_evidence", "low_discrimination_evidence"),
#   decisions = c("item_I17_revise")
# )
# plot_evidence_graph(graph)
# trace <- trace_item_decision(graph, "I17")
# plot_item_decision_path(trace)
# audit_evidence_dependencies(graph)

## -----------------------------------------------------------------------------
# comparison <- compare_decision_provenance(graph_v1, graph_v2)
# plot(comparison)
# plot_metric_dependency_graph(graph_v2)
# plot_model_decision_impact(graph_v2)