This package is considered a duplicate. The official version of this package is found at:https://asanaei.r-universe.dev/LLMRpanel

Package: LLMRpanel 0.6.3

Ali Sanaei

LLMRpanel: Benchmarked Silicon Samples for Survey and Experiment Design

Administers survey and experimental instruments to panels of language-model personas, with option-order randomization and benchmark comparison against human data. Conjoint effects are estimated from recorded respondent-level profile assignments. Samples of language-model personas follow Argyle et al. (2023) <doi:10.1017/pan.2023.2>; the case for benchmarking them against human data is set out in Bisbee et al. (2024) <doi:10.1017/pan.2024.5>; the conjoint estimand is the average marginal component effect of Hainmueller et al. (2014) <doi:10.1093/pan/mpt024>.

Authors:Ali Sanaei [aut, cre, cph]

LLMRpanel_0.6.3.tar.gz
LLMRpanel_0.6.3.zip(r-4.7-any)LLMRpanel_0.6.3.zip(r-4.6-any)
LLMRpanel_0.6.3.tar.gz(r-4.7-any)LLMRpanel_0.6.3.tar.gz(r-4.6-any)
LLMRpanel_0.6.3.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://cran.r-universe.dev', 'https://cloud.r-project.org'))

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

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

Datasets:

anes_2024_personas - Persona profiles of 100 respondents to the ANES 2024 Time Series Study

On CRAN:

3.00 score 5 scripts 313 downloads 19 exports 41 dependencies

Last updated from:1876a1d820. Checks:6 OK. Indexed: no.

Target	Result	Time
linux-devel	OK	170
source / vignettes	OK	191
linux-release	OK	168
windows-devel	OK	144
windows-release	OK	127
wasm-release	OK	111

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 processx ps purrr R6 rlang stringi stringr sys tibble tidyr tidyselect utf8 vctrs withr

Survey and experiment pilots with LLMRpanel

Rendered fromdesign.Rmdusingknitr::rmarkdown

Last update: 2026-10-29
Started: 2026-09-12

Help page	Topics
Persona profiles of 100 respondents to the ANES 2024 Time Series Study	anes_2024_personas
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 panel 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

Package: LLMRpanel 0.6.3

LLMRpanel: Benchmarked Silicon Samples for Survey and Experiment Design

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Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)