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Fit generalized linear models with binomial responses using either an adjusted-score approach to bias reduction or maximum penalized likelihood where penalization is by Jeffreys invariant prior. These procedures return estimates with improved frequentist properties (bias, mean squared error) that are always finite even in cases where the maximum likelihood estimates are infinite (data separation). Fitting takes place by fitting generalized linear models on iteratively updated pseudo-data. The interface is essentially the same as 'glm'. More flexibility is provided by the fact that custom pseudo-data representations can be specified and used for model fitting. Functions are provided for the construction of confidence intervals for the reduced-bias estimates.

copied from asmeurer / r-brglm
Type Size Name Uploaded Downloads Labels
conda 135.2 kB | linux-64/r-brglm-0.7.2-r43h76d94ec_0.tar.bz2  1 year and 7 months ago 39 main
conda 135.1 kB | linux-64/r-brglm-0.7.2-r42h76d94ec_0.tar.bz2  3 years and 2 months ago 74 main
conda 152.1 kB | win-64/r-brglm-0.6.2-r36h6115d3f_0.tar.bz2  5 years and 5 months ago 66 main
conda 144.5 kB | win-64/r-brglm-0.6.1-r351h6f4ce42_0.tar.bz2  5 years and 5 months ago 60 main
conda 116.1 kB | win-64/r-brglm-0.6.1-r343h889e2dd_0.tar.bz2  5 years and 5 months ago 77 main
conda 116.6 kB | win-64/r-brglm-0.6.1-r342hc421bdf_0.tar.bz2  5 years and 5 months ago 77 main
conda 138.6 kB | win-64/r-brglm-0.6.1-mro351_0.tar.bz2  5 years and 5 months ago 63 main
conda 109.5 kB | win-64/r-brglm-0.6.1-mro343h889e2dd_0.tar.bz2  5 years and 5 months ago 73 main
conda 113.7 kB | win-64/r-brglm-0.5_9-r3.3.2_2.tar.bz2  5 years and 5 months ago 76 main
conda 109.4 kB | win-64/r-brglm-0.5_9-r3.3.1_2.tar.bz2  5 years and 5 months ago 72 main
conda 115.6 kB | win-64/r-brglm-0.5_9-r3.4.1_2.tar.bz2  5 years and 5 months ago 74 main
conda 109.4 kB | win-64/r-brglm-0.5_9-r3.2.4_2.tar.bz2  5 years and 5 months ago 72 main
conda 109.8 kB | win-64/r-brglm-0.5_9-r3.3.0_2.tar.bz2  5 years and 5 months ago 75 main
conda 109.1 kB | win-64/r-brglm-0.5_9-r3.2.4_0.tar.bz2  5 years and 5 months ago 75 main
conda 151.7 kB | win-32/r-brglm-0.6.2-r36h6115d3f_0.tar.bz2  5 years and 5 months ago 14 main
conda 116.0 kB | win-32/r-brglm-0.6.1-r343h889e2dd_0.tar.bz2  5 years and 5 months ago 14 main
conda 144.1 kB | win-32/r-brglm-0.6.1-r351h6f4ce42_0.tar.bz2  5 years and 5 months ago 14 main
conda 116.3 kB | win-32/r-brglm-0.6.1-r342h278b644_0.tar.bz2  5 years and 5 months ago 15 main
conda 113.3 kB | win-32/r-brglm-0.5_9-r3.3.2_2.tar.bz2  5 years and 5 months ago 16 main
conda 115.3 kB | win-32/r-brglm-0.5_9-r3.4.1_2.tar.bz2  5 years and 5 months ago 15 main
conda 109.0 kB | win-32/r-brglm-0.5_9-r3.3.1_2.tar.bz2  5 years and 5 months ago 13 main
conda 109.4 kB | win-32/r-brglm-0.5_9-r3.3.0_2.tar.bz2  5 years and 5 months ago 16 main
conda 109.0 kB | win-32/r-brglm-0.5_9-r3.2.4_2.tar.bz2  5 years and 5 months ago 13 main
conda 108.9 kB | win-32/r-brglm-0.5_9-r3.2.4_0.tar.bz2  5 years and 5 months ago 12 main
conda 123.2 kB | osx-64/r-brglm-0.6.1-r351h6402f54_0.tar.bz2  5 years and 5 months ago 28 main

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