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 17 days ago 441 main
conda 416.9 kB | win-64/r-brglm2-0.9.2-r44h11b023d_1.conda  7 months and 17 days ago 421 main
conda 404.0 kB | osx-64/r-brglm2-0.9.2-r43h6b9d099_1.conda  7 months and 17 days ago 308 main
conda 411.5 kB | osx-64/r-brglm2-0.9.2-r44h6b9d099_1.conda  7 months and 17 days ago 323 main
conda 406.2 kB | linux-64/r-brglm2-0.9.2-r43hdb488b9_1.conda  7 months and 17 days ago 1015 main
conda 412.1 kB | linux-64/r-brglm2-0.9.2-r44hdb488b9_1.conda  7 months and 17 days ago 983 main
conda 411.1 kB | win-64/r-brglm2-0.9.2-r41h6d2157b_0.conda  1 year and 4 months ago 522 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 341 main
conda 406.1 kB | linux-64/r-brglm2-0.9.2-r42h57805ef_0.conda  1 year and 4 months ago 1368 main
conda 405.6 kB | linux-64/r-brglm2-0.9.2-r43h57805ef_0.conda  1 year and 4 months ago 1408 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 335 main
conda 395.1 kB | osx-64/r-brglm2-0.9-r42h6dc245f_1.conda  1 year and 8 months ago 315 main
conda 395.9 kB | linux-64/r-brglm2-0.9-r43h57805ef_1.conda  1 year and 8 months ago 1497 main
conda 396.3 kB | linux-64/r-brglm2-0.9-r42h57805ef_1.conda  1 year and 8 months ago 1568 main
conda 400.4 kB | win-64/r-brglm2-0.9-r41h6d2157b_0.conda  2 years and 1 month ago 747 main
conda 396.7 kB | osx-64/r-brglm2-0.9-r41h815d134_0.conda  2 years and 1 month ago 343 main
conda 394.1 kB | osx-64/r-brglm2-0.9-r42h815d134_0.conda  2 years and 1 month ago 350 main
conda 397.6 kB | linux-64/r-brglm2-0.9-r41h133d619_0.conda  2 years and 1 month ago 1797 main
conda 395.6 kB | linux-64/r-brglm2-0.9-r42h133d619_0.conda  2 years and 1 month ago 1780 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 69 main
conda 390.8 kB | linux-64/r-brglm2-0.8.2-r41h06615bd_1.tar.bz2  2 years and 4 months ago 1772 main
conda 390.8 kB | linux-64/r-brglm2-0.8.2-r42h06615bd_1.tar.bz2  2 years and 4 months ago 1773 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 709 main
conda 388.9 kB | osx-64/r-brglm2-0.8.2-r41h28b5c78_0.tar.bz2  3 years and 3 months ago 71 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 2170 main
conda 390.2 kB | linux-64/r-brglm2-0.8.2-r41hcfec24a_0.tar.bz2  3 years and 3 months ago 2120 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 2227 main
conda 1.9 MB | linux-64/r-brglm2-0.8.1-r41hcfec24a_0.tar.bz2  3 years and 5 months ago 2249 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 2378 main
conda 333.2 kB | win-64/r-brglm2-0.7.1-r36h6addd8b_0.tar.bz2  4 years and 1 month ago 893 main
conda 332.6 kB | win-64/r-brglm2-0.7.1-r40h6addd8b_0.tar.bz2  4 years and 1 month ago 913 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 236 main
conda 315.7 kB | linux-64/r-brglm2-0.7.1-r40hc72bb7e_0.tar.bz2  4 years and 1 month ago 2568 main
conda 316.4 kB | linux-64/r-brglm2-0.7.1-r36hc72bb7e_0.tar.bz2  4 years and 1 month ago 2562 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 266 main

© 2025 Anaconda, Inc. All Rights Reserved. (v4.0.9) Legal | Privacy Policy