Package: NAVAECI 0.1.1
NAVAECI: Non-Asymptotically Valid and Asymptotically Exact (NAVAE) Confidence Intervals
Implements the non-asymptotically valid and asymptotically exact confidence intervals in two cases: estimation of the mean, and estimation of (a linear combination of) the coefficients in a linear regression model, following (Derumigny, Girard and Guyonvarch, 2025) <doi:10.48550/arXiv.2507.16776>.
Authors:
NAVAECI_0.1.1.tar.gz
NAVAECI_0.1.1.zip(r-4.7)NAVAECI_0.1.1.zip(r-4.6)NAVAECI_0.1.1.zip(r-4.5)
NAVAECI_0.1.1.tgz(r-4.6-any)NAVAECI_0.1.1.tgz(r-4.5-any)
NAVAECI_0.1.1.tar.gz(r-4.7-any)NAVAECI_0.1.1.tar.gz(r-4.6-any)
NAVAECI_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
NAVAECI/json (API)
| # Install 'NAVAECI' in R: |
| install.packages('NAVAECI', repos = c('https://alexisderumigny.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/alexisderumigny/navaeci/issues
Last updated from:3dd8a934ee. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 106 | ||
| source / vignettes | OK | 167 | ||
| linux-release-x86_64 | OK | 114 | ||
| macos-release-arm64 | OK | 83 | ||
| macos-oldrel-arm64 | OK | 104 | ||
| windows-devel | OK | 73 | ||
| windows-release | OK | 76 | ||
| windows-oldrel | OK | 61 | ||
| wasm-release | OK | 79 |
Exports:.computeTuningParameters_OLSNavae_ci_meanNavae_ci_ols
Dependencies:BoundEdgeworthexpintexpmlatticeMatrix
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Compute tuning parameters for the NAVAE confidence interval in the linear regression case | .computeTuningParameters_OLS print.NAVAE_CI_OLS_TuningParameters |
| Compute NAVAE CI for the expectation based on empirical mean estimator and Berry-Esseen (BE) or Edgeworth Expansions (EE) bounds | Navae_ci_mean |
| Compute NAVAE CI for coefficients of a linear regression based on the OLS estimator and Berry-Esseen (BE) or Edgeworth Expansions (EE) bounds | Navae_ci_ols |
| Print and coerce a NAVAE_CI_Mean object | as.data.frame.NAVAE_CI_Mean print.NAVAE_CI_Mean |
| Print and coerce a NAVAE_CI_OLS object | as.data.frame.NAVAE_CI_OLS print.NAVAE_CI_OLS |
