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Fit a logistic regression model using Firth's bias reduction method, equivalent to penalization of the log-likelihood by the Jeffreys prior. Confidence intervals for regression coefficients can be computed by penalized profile likelihood. Firth's method was proposed as ideal solution to the problem of separation in logistic regression, see Heinze and Schemper (2002) <doi:10.1002/sim.1047>. If needed, the bias reduction can be turned off such that ordinary maximum likelihood logistic regression is obtained. Two new modifications of Firth's method, FLIC and FLAC, lead to unbiased predictions and are now available in the package as well, see Puhr et al (2017) <doi:10.1002/sim.7273>.

copied from cf-staging / r-logistf
Type Size Name Uploaded Downloads Labels
conda 289.0 kB | win-64/r-logistf-1.24.1-r41h6d2157b_0.tar.bz2  3 years and 2 months ago 733 main
conda 306.6 kB | win-64/r-logistf-1.24.1-r40h6d2157b_0.tar.bz2  3 years and 2 months ago 706 main
conda 298.2 kB | osx-64/r-logistf-1.24.1-r41h28b5c78_0.tar.bz2  3 years and 2 months ago 85 main
conda 297.8 kB | osx-64/r-logistf-1.24.1-r40h28b5c78_0.tar.bz2  3 years and 2 months ago 75 main
conda 286.6 kB | linux-64/r-logistf-1.24.1-r41hcfec24a_0.tar.bz2  3 years and 2 months ago 2377 main
conda 286.1 kB | linux-64/r-logistf-1.24.1-r40hcfec24a_0.tar.bz2  3 years and 2 months ago 2220 main
conda 283.1 kB | osx-64/r-logistf-1.24-r41h28b5c78_0.tar.bz2  3 years and 10 months ago 181 main
conda 297.9 kB | win-64/r-logistf-1.24-r40h6d2157b_0.tar.bz2  3 years and 10 months ago 784 main
conda 281.6 kB | win-64/r-logistf-1.24-r41h6d2157b_0.tar.bz2  3 years and 10 months ago 778 main
conda 283.3 kB | osx-64/r-logistf-1.24-r40h28b5c78_0.tar.bz2  3 years and 10 months ago 128 main
conda 276.6 kB | linux-64/r-logistf-1.24-r40hcfec24a_0.tar.bz2  3 years and 10 months ago 2412 main
conda 276.3 kB | linux-64/r-logistf-1.24-r41hcfec24a_0.tar.bz2  3 years and 10 months ago 2524 main
conda 297.6 kB | win-64/r-logistf-1.24-r40hda5aaf8_0.tar.bz2  4 years and 6 months ago 985 main
conda 299.4 kB | win-64/r-logistf-1.24-r36hda5aaf8_0.tar.bz2  4 years and 6 months ago 1010 main
conda 284.3 kB | osx-64/r-logistf-1.24-r36h800e0f2_0.tar.bz2  4 years and 6 months ago 313 main
conda 283.0 kB | osx-64/r-logistf-1.24-r40h800e0f2_0.tar.bz2  4 years and 6 months ago 318 main
conda 274.7 kB | linux-64/r-logistf-1.24-r40hcdcec82_0.tar.bz2  4 years and 6 months ago 2915 main
conda 276.1 kB | linux-64/r-logistf-1.24-r36hcdcec82_0.tar.bz2  4 years and 6 months ago 2893 main
conda 240.1 kB | win-64/r-logistf-1.23.1-r36hda5aaf8_0.tar.bz2  4 years and 6 months ago 1005 main
conda 239.1 kB | win-64/r-logistf-1.23.1-r40hda5aaf8_0.tar.bz2  4 years and 6 months ago 1010 main
conda 216.6 kB | linux-64/r-logistf-1.23.1-r40hcdcec82_0.tar.bz2  4 years and 6 months ago 2835 main
conda 224.9 kB | osx-64/r-logistf-1.23.1-r40h800e0f2_0.tar.bz2  4 years and 6 months ago 308 main
conda 225.7 kB | osx-64/r-logistf-1.23.1-r36h800e0f2_0.tar.bz2  4 years and 6 months ago 312 main
conda 217.3 kB | linux-64/r-logistf-1.23.1-r36hcdcec82_0.tar.bz2  4 years and 6 months ago 2867 main
conda 239.5 kB | win-64/r-logistf-1.23-r36hda5aaf8_2.tar.bz2  4 years and 10 months ago 1019 main
conda 238.4 kB | win-64/r-logistf-1.23-r40hda5aaf8_2.tar.bz2  4 years and 10 months ago 1028 main
conda 225.6 kB | osx-64/r-logistf-1.23-r36h17f1fa6_2.tar.bz2  4 years and 10 months ago 309 main
conda 224.6 kB | osx-64/r-logistf-1.23-r40h17f1fa6_2.tar.bz2  4 years and 10 months ago 332 main
conda 216.0 kB | linux-64/r-logistf-1.23-r40hcdcec82_2.tar.bz2  4 years and 10 months ago 3123 main
conda 217.3 kB | linux-64/r-logistf-1.23-r36hcdcec82_2.tar.bz2  4 years and 10 months ago 3139 main
conda 237.3 kB | win-64/r-logistf-1.23-r35hda5aaf8_1.tar.bz2  5 years and 8 months ago 1359 main cf202003
conda 239.3 kB | win-64/r-logistf-1.23-r36hda5aaf8_1.tar.bz2  5 years and 8 months ago 1381 main cf202003
conda 224.0 kB | osx-64/r-logistf-1.23-r36h159158b_1.tar.bz2  5 years and 8 months ago 359 main cf202003
conda 222.1 kB | osx-64/r-logistf-1.23-r35h159158b_1.tar.bz2  5 years and 8 months ago 349 main cf202003
conda 215.3 kB | linux-64/r-logistf-1.23-r35hcdcec82_1.tar.bz2  5 years and 8 months ago 3929 main cf202003
conda 217.3 kB | linux-64/r-logistf-1.23-r36hcdcec82_1.tar.bz2  5 years and 8 months ago 3999 main cf202003
conda 222.2 kB | osx-64/r-logistf-1.23-r35h159158b_0.tar.bz2  5 years and 9 months ago 349 main cf202003
conda 236.6 kB | win-64/r-logistf-1.23-r35hda5aaf8_0.tar.bz2  5 years and 9 months ago 1360 main cf202003
conda 215.3 kB | linux-64/r-logistf-1.23-r35hcdcec82_0.tar.bz2  5 years and 9 months ago 3919 main cf202003
conda 218.9 kB | linux-64/r-logistf-1.22-r351h470a237_0.tar.bz2  6 years and 4 months ago 4638 main cf202003 cf201901
conda 222.5 kB | linux-64/r-logistf-1.22-r351h14c3975_1000.tar.bz2  6 years and 4 months ago 4604 main gcc7 cf202003
conda 217.5 kB | osx-64/r-logistf-1.22-r351h470a237_0.tar.bz2  6 years and 4 months ago 356 main cf202003 cf201901
conda 229.6 kB | osx-64/r-logistf-1.22-r351h1de35cc_1000.tar.bz2  6 years and 4 months ago 368 main gcc7 cf202003
conda 140.6 kB | osx-64/r-logistf-1.22-r341h470a237_0.tar.bz2  6 years and 10 months ago 361 main cf202003 cf201901
conda 142.0 kB | linux-64/r-logistf-1.22-r341h470a237_0.tar.bz2  6 years and 10 months ago 5108 main cf202003 cf201901

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