Package: IBDInfer 0.0.1
IBDInfer: Design-Based Causal Inference Method for Incomplete Block Designs
This R package implements methods for estimation and inference under Incomplete Block Designs and Balanced Incomplete Block Designs within a design-based finite-population framework. Based on 'Koo and Pashley' (2024) <arxiv:2405.19312>, it includes block-level estimators and extends to unit-level effects using 'Horvitz-Thompson' and 'Hájek' estimators. The package also provides asymptotic confidence intervals to support valid statistical inference.
Authors:
IBDInfer_0.0.1.tar.gz
IBDInfer_0.0.1.zip(r-4.7)IBDInfer_0.0.1.zip(r-4.6)IBDInfer_0.0.1.zip(r-4.5)
IBDInfer_0.0.1.tgz(r-4.6-any)IBDInfer_0.0.1.tgz(r-4.5-any)
IBDInfer_0.0.1.tar.gz(r-4.7-any)IBDInfer_0.0.1.tar.gz(r-4.6-any)
IBDInfer_0.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
IBDInfer/json (API)
| # Install 'IBDInfer' in R: |
| install.packages('IBDInfer', repos = c('https://taehyeonkoo.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/taehyeonkoo/ibdinfer/issues
Last updated from:6d159894a5. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 123 | ||
| source / vignettes | OK | 140 | ||
| linux-release-x86_64 | OK | 120 | ||
| macos-release-arm64 | OK | 118 | ||
| macos-oldrel-arm64 | OK | 183 | ||
| windows-devel | OK | 73 | ||
| windows-release | OK | 84 | ||
| windows-oldrel | OK | 105 | ||
| wasm-release | OK | 102 |
Dependencies:AlgDesignclicpp11crossdesdplyrgenericsgluegtoolslifecyclemagrittrpillarpkgconfigpurrrR6rlangstringistringrtibbletidyrtidyselectutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Generating Incomplete Block Designs | IBDgen |
| Design-based Inference for Incomplete Block Designs | IBDInfer |
