Package index • LLMRpanel

Build persona panels

panel_from_margins(): Draw a persona panel from population margins
panel_from_data(): Draw a persona panel from microdata rows
panel_from_personas(): Draw a panel from a persona data frame
as_persona_frame(): Attach the persona contract to a data frame

Survey and experimental instruments

item_likert() item_choice() item_open(): Survey items
panel_instrument(): Assemble an instrument

Administer and randomize

panel_administer(): Administer an instrument to a panel

Compare with human benchmarks and audit order effects

panel_benchmark(): Compare silicon responses with a human benchmark
plot(<panel_responses>): Plot a benchmark comparison
panel_bias_audit(): Summarize execution failures, parse failures, and first-option sensitivity

Conjoint designs and AMCEs

conjoint_design(): Conjoint tasks
conjoint_instrument(): Build a conjoint instrument
conjoint_amce(): AMCEs from a conjoint administration

Plan human studies from pilot dispersion

panel_power(): Calculate two-arm sample sizes from panel responses

Graphical interface

run_panel_studio(): Launch the LLMRpanel Shiny GUI

Batch administration and usage

panel_batch_submit(): Administer a panel asynchronously through the batch API
panel_batch_status(): Check the status of a panel batch job
panel_batch_fetch(): Fetch and parse a completed panel batch job
panel_usage(): Usage diagnostics for an administered panel

Diagnostics and reports

panel_generics diagnostics.panel_responses report.panel_responses as_tibble.silicon_panel as_tibble.panel_responses: Shared generic methods

Package

LLMRpanel LLMRpanel-package: Survey and experiment design with language model persona panels