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Implements debiased kernel density and local-linear regression estimators with empirical-bootstrap simultaneous confidence bands, as proposed by Cheng and Chen (2019) <doi:10.1214/19-EJS1575>. Also provides bandwidth selectors and grid-based confidence sets for density level sets and inverse regression.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.1.0) |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2026-09-29 |
| DOI: | 10.32614/CRAN.package.debiasedInference |
| Author: | Gang Cheng [aut, cre], Yen-Chi Chen [aut] |
| Maintainer: | Gang Cheng <mathchenggang at gmail.com> |
| BugReports: | https://github.com/mathcg/debiased-inference/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/mathcg/debiased-inference, https://doi.org/10.1214/19-EJS1575 |
| NeedsCompilation: | no |
| Citation: | debiasedInference citation info |
| Materials: | README |
| CRAN checks: | debiasedInference results |
| Reference manual: | debiasedInference.html , debiasedInference.pdf |
| Package source: | debiasedInference_0.1.0.tar.gz |
| Windows binaries: | r-devel: debiasedInference_0.1.0.zip, r-release: not available, r-oldrel: debiasedInference_0.1.0.zip |
| macOS binaries: | r-release (arm64): debiasedInference_0.1.0.tgz, r-oldrel (arm64): debiasedInference_0.1.0.tgz, r-release (x86_64): debiasedInference_0.1.0.tgz, r-oldrel (x86_64): debiasedInference_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.