About Anaconda Help Download Anaconda

Estimation and inference from generalized linear models based on various methods for bias reduction and maximum penalized likelihood with powers of the Jeffreys prior as penalty. The 'brglmFit' fitting method can achieve reduction of estimation bias by solving either the mean bias-reducing adjusted score equations in Firth (1993) <doi:10.1093/biomet/80.1.27> and Kosmidis and Firth (2009) <doi:10.1093/biomet/asp055>, or the median bias-reduction adjusted score equations in Kenne et al. (2017) <doi:10.1093/biomet/asx046>, or through the direct subtraction of an estimate of the bias of the maximum likelihood estimator from the maximum likelihood estimates as in Cordeiro and McCullagh (1991) <https://www.jstor.org/stable/2345592>. See Kosmidis et al (2020) <doi:10.1007/s11222-019-09860-6> for more details. Estimation in all cases takes place via a quasi Fisher scoring algorithm, and S3 methods for the construction of of confidence intervals for the reduced-bias estimates are provided. In the special case of generalized linear models for binomial and multinomial responses (both ordinal and nominal), the adjusted score approaches to mean and media bias reduction have been found to return estimates with improved frequentist properties, that are also always finite, even in cases where the maximum likelihood estimates are infinite (e.g. complete and quasi-complete separation; see Kosmidis and Firth, 2020 <doi:10.1093/biomet/asaa052>, for a proof for mean bias reduction in logistic regression).

copied from cf-staging / r-brglm2
Type Size Name Uploaded Downloads Labels
conda 409.3 kB | win-64/r-brglm2-0.9.2-r43h11b023d_1.conda  7 months and 6 days ago 436 main
conda 416.9 kB | win-64/r-brglm2-0.9.2-r44h11b023d_1.conda  7 months and 6 days ago 416 main
conda 404.0 kB | osx-64/r-brglm2-0.9.2-r43h6b9d099_1.conda  7 months and 6 days ago 308 main
conda 411.5 kB | osx-64/r-brglm2-0.9.2-r44h6b9d099_1.conda  7 months and 6 days ago 322 main
conda 406.2 kB | linux-64/r-brglm2-0.9.2-r43hdb488b9_1.conda  7 months and 6 days ago 988 main
conda 412.1 kB | linux-64/r-brglm2-0.9.2-r44hdb488b9_1.conda  7 months and 6 days ago 959 main
conda 411.1 kB | win-64/r-brglm2-0.9.2-r41h6d2157b_0.conda  1 year and 4 months ago 521 main
conda 404.8 kB | osx-64/r-brglm2-0.9.2-r43hb2c329c_0.conda  1 year and 4 months ago 322 main
conda 404.5 kB | osx-64/r-brglm2-0.9.2-r42hb2c329c_0.conda  1 year and 4 months ago 339 main
conda 406.1 kB | linux-64/r-brglm2-0.9.2-r42h57805ef_0.conda  1 year and 4 months ago 1344 main
conda 405.6 kB | linux-64/r-brglm2-0.9.2-r43h57805ef_0.conda  1 year and 4 months ago 1386 main
conda 401.6 kB | win-64/r-brglm2-0.9-r41h6d2157b_1.conda  1 year and 8 months ago 633 main
conda 394.1 kB | osx-64/r-brglm2-0.9-r43h6dc245f_1.conda  1 year and 8 months ago 334 main
conda 395.1 kB | osx-64/r-brglm2-0.9-r42h6dc245f_1.conda  1 year and 8 months ago 314 main
conda 395.9 kB | linux-64/r-brglm2-0.9-r43h57805ef_1.conda  1 year and 8 months ago 1475 main
conda 396.3 kB | linux-64/r-brglm2-0.9-r42h57805ef_1.conda  1 year and 8 months ago 1544 main
conda 400.4 kB | win-64/r-brglm2-0.9-r41h6d2157b_0.conda  2 years and 23 days ago 747 main
conda 396.7 kB | osx-64/r-brglm2-0.9-r41h815d134_0.conda  2 years and 23 days ago 343 main
conda 394.1 kB | osx-64/r-brglm2-0.9-r42h815d134_0.conda  2 years and 23 days ago 349 main
conda 397.6 kB | linux-64/r-brglm2-0.9-r41h133d619_0.conda  2 years and 23 days ago 1771 main
conda 395.6 kB | linux-64/r-brglm2-0.9-r42h133d619_0.conda  2 years and 23 days ago 1755 main
conda 396.2 kB | win-64/r-brglm2-0.8.2-r41h6d2157b_1.tar.bz2  2 years and 4 months ago 535 main
conda 389.6 kB | osx-64/r-brglm2-0.8.2-r42h815d134_1.tar.bz2  2 years and 4 months ago 68 main
conda 389.5 kB | osx-64/r-brglm2-0.8.2-r41h815d134_1.tar.bz2  2 years and 4 months ago 68 main
conda 390.8 kB | linux-64/r-brglm2-0.8.2-r41h06615bd_1.tar.bz2  2 years and 4 months ago 1751 main
conda 390.8 kB | linux-64/r-brglm2-0.8.2-r42h06615bd_1.tar.bz2  2 years and 4 months ago 1748 main
conda 414.9 kB | win-64/r-brglm2-0.8.2-r40h6d2157b_0.tar.bz2  3 years and 3 months ago 700 main
conda 395.8 kB | win-64/r-brglm2-0.8.2-r41h6d2157b_0.tar.bz2  3 years and 3 months ago 708 main
conda 388.9 kB | osx-64/r-brglm2-0.8.2-r41h28b5c78_0.tar.bz2  3 years and 3 months ago 70 main
conda 388.7 kB | osx-64/r-brglm2-0.8.2-r40h28b5c78_0.tar.bz2  3 years and 3 months ago 71 main
conda 390.3 kB | linux-64/r-brglm2-0.8.2-r40hcfec24a_0.tar.bz2  3 years and 3 months ago 2144 main
conda 390.2 kB | linux-64/r-brglm2-0.8.2-r41hcfec24a_0.tar.bz2  3 years and 3 months ago 2096 main
conda 1.9 MB | win-64/r-brglm2-0.8.1-r40h6d2157b_0.tar.bz2  3 years and 5 months ago 721 main
conda 1.9 MB | win-64/r-brglm2-0.8.1-r41h6d2157b_0.tar.bz2  3 years and 5 months ago 718 main
conda 1.9 MB | osx-64/r-brglm2-0.8.1-r41h28b5c78_0.tar.bz2  3 years and 5 months ago 81 main
conda 1.9 MB | osx-64/r-brglm2-0.8.1-r40h28b5c78_0.tar.bz2  3 years and 5 months ago 81 main
conda 1.9 MB | linux-64/r-brglm2-0.8.1-r40hcfec24a_0.tar.bz2  3 years and 5 months ago 2204 main
conda 1.9 MB | linux-64/r-brglm2-0.8.1-r41hcfec24a_0.tar.bz2  3 years and 5 months ago 2224 main
conda 316.6 kB | win-64/r-brglm2-0.7.1-r41h6addd8b_0.tar.bz2  3 years and 9 months ago 775 main
conda 315.4 kB | osx-64/r-brglm2-0.7.1-r41hbe3e9c8_0.tar.bz2  3 years and 9 months ago 125 main
conda 315.8 kB | linux-64/r-brglm2-0.7.1-r41hc72bb7e_0.tar.bz2  3 years and 9 months ago 2350 main
conda 333.2 kB | win-64/r-brglm2-0.7.1-r36h6addd8b_0.tar.bz2  4 years and 1 month ago 892 main
conda 332.6 kB | win-64/r-brglm2-0.7.1-r40h6addd8b_0.tar.bz2  4 years and 1 month ago 912 main
conda 316.2 kB | osx-64/r-brglm2-0.7.1-r36hbe3e9c8_0.tar.bz2  4 years and 1 month ago 233 main
conda 315.2 kB | osx-64/r-brglm2-0.7.1-r40hbe3e9c8_0.tar.bz2  4 years and 1 month ago 235 main
conda 315.7 kB | linux-64/r-brglm2-0.7.1-r40hc72bb7e_0.tar.bz2  4 years and 1 month ago 2542 main
conda 316.4 kB | linux-64/r-brglm2-0.7.1-r36hc72bb7e_0.tar.bz2  4 years and 1 month ago 2537 main
conda 312.8 kB | win-64/r-brglm2-0.7.0-r40h852d06f_0.tar.bz2  4 years and 4 months ago 958 main
conda 314.6 kB | win-64/r-brglm2-0.7.0-r36h852d06f_0.tar.bz2  4 years and 4 months ago 954 main
conda 297.6 kB | osx-64/r-brglm2-0.7.0-r40hff13be5_0.tar.bz2  4 years and 4 months ago 265 main

© 2025 Anaconda, Inc. All Rights Reserved. (v4.0.7) Legal | Privacy Policy