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Panels

panel_from_margins()
Draw a persona panel from population margins
panel_from_data()
Draw a persona panel from microdata rows

Instruments and stimuli

item_likert() item_choice() item_open()
Survey items
panel_instrument()
Assemble an instrument
vignette_design()
Factorial vignettes
conjoint_design()
Conjoint tasks
conjoint_instrument()
Build a conjoint instrument

Administration

panel_administer()
Administer an instrument to a panel

Calibration and audits

panel_calibrate()
Calibrate silicon responses against a human benchmark
panel_bias_audit()
Audit silicon response style
panel_report()
The design-stage report

Design-stage estimation

amce()
AMCEs from a conjoint administration
panel_power()
Two-arm power for the planned human study, priced from the silicon pilot

Graphical interface

run_panel_studio()
Launch the LLMRpanel Shiny GUI

Generic surface

Package

LLMRpanel LLMRpanel-package
LLMRpanel: calibrated silicon samples for survey and experiment design