Package: LLMRpanel 0.6.1

LLMRpanel: Benchmarked Silicon Samples for Survey and Experiment Design

Administers survey and experimental instruments to panels of language-model personas, with respondent-level randomization, benchmark comparison against human data, and conjoint estimation from recorded respondent-level profile assignments.

Authors:Ali Sanaei [aut, cre, cph]

LLMRpanel_0.6.1.tar.gz
LLMRpanel_0.6.1.zip(r-4.7-any)LLMRpanel_0.6.1.zip(r-4.6-any)LLMRpanel_0.6.1.zip(r-4.5-any)
LLMRpanel_0.6.1.tgz(r-4.6-any)LLMRpanel_0.6.1.tgz(r-4.5-any)
LLMRpanel_0.6.1.tar.gz(r-4.7-any)LLMRpanel_0.6.1.tar.gz(r-4.6-any)
LLMRpanel_0.6.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
LLMRpanel/json (API)

# Install 'LLMRpanel' in R:

install.packages('LLMRpanel', repos = c('https://asanaei.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/asanaei/llmrpanel/issues

Pkgdown/docs site:https://asanaei.github.io

On CRAN:

4.60 score 5 scripts 437 downloads 19 exports 39 dependencies

Last updated from:a10b53c614. Checks:7 NOTE, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel	NOTE	172
source / vignettes	OK	178
linux-release	NOTE	174
macos-release	NOTE	109
macos-oldrel	NOTE	136
windows-devel	NOTE	115
windows-release	NOTE	107
windows-oldrel	NOTE	81
wasm-release	OK	112

Exports:as_persona_frame conjoint_amce conjoint_design conjoint_instrument item_choice item_likert item_open panel_administer panel_batch_fetch panel_batch_status panel_batch_submit panel_benchmark panel_bias_audit panel_from_data panel_from_margins panel_from_personas panel_instrument panel_usage run_panel_studio

Dependencies:askpass base64enc cachem cli codetools cpp11 curl digest dplyr fastmap future future.apply generics globals glue httr2 jsonlite lifecycle listenv LLMR magrittr memoise mime openssl parallelly pillar pkgconfig purrr R6 rlang stringi stringr sys tibble tidyr tidyselect utf8 vctrs withr

Survey and experiment pilots with LLMRpanel

Rendered fromdesign.Rmdusingknitr::rmarkdown

Last update: 2026-08-06
Started: 2026-06-10

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Attach the persona contract to a data frame	as_persona_frame
AMCEs from a conjoint administration	conjoint_amce
Conjoint tasks	conjoint_design
Build a conjoint instrument	conjoint_instrument
Administer an instrument to a panel	panel_administer
Fetch and parse a completed panel batch job	panel_batch_fetch
Check the status of a panel batch job	panel_batch_status
Administer a panel asynchronously through the batch API	panel_batch_submit
Compare silicon responses with a human benchmark	panel_benchmark
Summarize execution failures, parse failures, and first-option sensitivity	panel_bias_audit
Draw a persona panel from microdata rows	panel_from_data
Draw a persona panel from population margins	panel_from_margins
Draw a panel from a persona data frame	panel_from_personas
Shared generic methods	as_tibble.panel_responses as_tibble.silicon_panel diagnostics.panel_responses panel_generics report.panel_responses
Assemble an instrument	panel_instrument
Survey items	item_choice item_likert item_open panel_items
Usage diagnostics for an administered panel	panel_usage
Plot a benchmark comparison	plot.panel_responses
Launch the LLMRpanel Shiny GUI	run_panel_studio