Baseline IV and uniform sensitivity | A patterned UCI/LTZ analysis | Sensitivity paths and tipping points | Confirmatory BPE design and validation
Package: spliv 0.2.1
Ore Koren
spliv: Patterned Sensitivity Analysis for IV with Fixed Effects
Patterned sensitivity analysis for instrumental-variables designs with fixed effects or other residualization steps. The package provides uniform Conley-style sensitivity as a baseline, researcher-specified direct-effect patterns, sensitivity paths and tipping points, and optional confirmatory Beyond Plausibly Exogenous diagnostics.
Authors:
spliv_0.2.1.tar.gz
spliv_0.2.1.zip(r-4.7-any)spliv_0.2.1.zip(r-4.6-any)spliv_0.2.1.zip(r-4.5-any)
spliv_0.2.1.tgz(r-4.6-any)spliv_0.2.1.tgz(r-4.5-any)
spliv_0.2.1.tar.gz(r-4.7-any)spliv_0.2.1.tar.gz(r-4.6-any)
spliv_0.2.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
spliv/json (API)
| # Install 'spliv' in R: |
| install.packages('spliv', repos = c('https://koren6684.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/koren6684/spliv/issues
Pkgdown/docs site:https://koren6684.github.io
Last updated from:d9cb1374d0. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 193 | ||
| source / vignettes | OK | 195 | ||
| linux-release | OK | 181 | ||
| macos-release | OK | 85 | ||
| macos-oldrel | OK | 112 | ||
| windows-devel | OK | 97 | ||
| windows-release | OK | 86 | ||
| windows-oldrel | OK | 98 | ||
| wasm-release | OK | 122 |
Exports:bpe_designbpe_eval_subsetbpe_explore_subsetsbpe_validate_designplot_sp_sensitivitysp_ltzsp_prior_ltzsp_sensitivity_ltz_normalsp_sensitivity_ltz_uniform01_as_normalsp_sensitivity_uci_supportsp_ucisplivspliv_eval_patternspliv_patternspliv_sensitivity_pathspliv_tipping_point
Dependencies:dreamerrfixestFormulalatticenlmenumDerivRcppsandwichstringmagiczoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Create a Confirmatory BPE Design Object | bpe_design |
| Evaluate a Confirmatory BPE Subset | bpe_eval_subset |
| Explore Candidate BPE Subsets | bpe_explore_subsets |
| Validate a Confirmatory BPE Design | bpe_validate_design |
| Plot Patterned Sensitivity Output or a Fitted Object | plot_sp_sensitivity |
| Local-to-Zero Inference for Plausibly Exogenous IV | sp_ltz |
| Build LTZ Prior Matrices for Chosen Instruments | sp_prior_ltz |
| LTZ Sensitivity over Delta Grid | sp_sensitivity_ltz_normal |
| LTZ Sensitivity with Normal Approximation to U(0, delta) | sp_sensitivity_ltz_uniform01_as_normal |
| UCI Sensitivity over Delta Grid | sp_sensitivity_uci_support |
| Union of Confidence Intervals for Plausibly Exogenous IV | sp_uci |
| Patterned Sensitivity Analysis for Plausibly Exogenous IV | spliv |
| Evaluate a Direct-Effect Pattern | spliv_eval_pattern |
| Create a Patterned Exclusion-Violation Object | spliv_pattern |
| Sensitivity Path over Delta Grid | spliv_sensitivity_path |
| Extract Tipping-Point Delta from a Sensitivity Path | spliv_tipping_point |
