AdaptiveTestPlots.jl

This module contains helpers for creating CAT/IRT related plots. This module requires the optional depedencies AlgebraOfGraphics, DataFrames and Makie to be installed.

CatRecorder(
    xs,
    points,
    ability_ests,
    num_questions,
    num_respondents,
    integrator,
    raw_estimator,
    ability_estimator
) -> CatRecorder
CatRecorder(
    xs,
    points,
    ability_ests,
    num_questions,
    num_respondents,
    integrator,
    raw_estimator,
    ability_estimator,
    actual_abilities
) -> CatRecorder

ability_convergence_lines(recorder; abilities)

ability_evolution_lines(
    recorder;
    abilities
) -> AlgebraOfGraphics.FigureGrid

lh_evolution_interactive(
    recorder;
    abilities
) -> Makie.Figure

plot_item_bank(
    item_bank::FittedItemBanks.AbstractItemBank;
    items,
    labeller,
    zero_symmetric,
    include_outcome_toggles,
    include_item_toggles
) -> Makie.Figure

Plot an item bank item_bank with items items using the labeller labeller to label the items.

Lines are drawn for each item and each outcome. The domain of the item bank is used to determine the x-axis limits. You can use zero_symmetric to force the domain to be symmetric about zero.

If include_outcome_toggles is true, then a toggle grid is drawn to show/hide the outcomes. If include_item_toggles is true, then a toggle grid is drawn to show/hide the items.

plot_item_bank_comparison(
    item_banks::AbstractVector;
    items,
    labeller,
    include_outcome_toggles,
    include_item_toggles,
    ignore_domain_indices
) -> Makie.Figure

Plot a comparison of multiple item banks item_banks. For an explanation of the options, see: plot_item_bank.

plot_likelihoods(
    estimators,
    tracked_responses,
    integrator,
    xs
) -> Makie.Figure
plot_likelihoods(
    estimators,
    tracked_responses,
    integrator,
    xs,
    lim_lo
) -> Makie.Figure
plot_likelihoods(
    estimators,
    tracked_responses,
    integrator,
    xs,
    lim_lo,
    lim_hi
) -> Makie.Figure