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. 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>.
| Version: |
0.6.1 |
| Depends: |
R (≥ 4.2) |
| Imports: |
LLMR (≥ 0.8.9), tibble, rlang, cli, stats, utils |
| Suggests: |
testthat (≥ 3.0.0), ggplot2, knitr, rmarkdown, shiny, bslib, DT, LLMR.shiny (≥ 0.1.2) |
| Published: |
2026-09-12 |
| DOI: |
10.32614/CRAN.package.LLMRpanel (may not be active yet) |
| Author: |
Ali Sanaei [aut, cre, cph] |
| Maintainer: |
Ali Sanaei <sanaei at uchicago.edu> |
| BugReports: |
https://github.com/asanaei/LLMRpanel/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/asanaei/LLMRpanel,
https://asanaei.github.io/LLMRpanel/ |
| NeedsCompilation: |
no |
| Materials: |
README, NEWS |
| CRAN checks: |
LLMRpanel results |
Documentation:
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