inst/doc/streaming-scoring-and-validation-bundles.R

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

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

## -----------------------------------------------------------------------------
# partial <- score_partial_response_pattern(
#   calibrated_mirt_model,
#   response_pattern = c(1, 0, 1, NA, NA, NA),
#   method = "MAP"
# )
# 
# stream <- score_response_stream(
#   calibrated_mirt_model,
#   response_pattern = c(1, 0, 1, 1, 0, 1),
#   method = "MAP"
# )
# streaming_score_history(stream)
# plot(stream)

## -----------------------------------------------------------------------------
# bundle <- collect_validation_evidence(
#   model_spec = spec,
#   recovery = recovery_summary,
#   coverage = coverage_audit,
#   convergence = convergence_audit,
#   ppc = ppc,
#   stress_tests = stress_tests,
#   external_validation = external_results,
#   process_ablation = ablation,
#   negative_controls = negative_controls,
#   preflight = preflight,
#   drift = drift,
#   model_name = "joint_process_model"
# )
# 
# validation_bundle_manifest(bundle)
# cat(validation_report(bundle), sep = "\n")
# plot(bundle)
# export_validation_bundle(bundle, "validation-export")