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Smooth additive quantile regression models, fitted using the methods of Fasiolo et al. (2017) <arXiv:1707.03307>. Differently from 'quantreg', the smoothing parameters are estimated automatically by marginal loss minimization, while the regression coefficients are estimated using either PIRLS or Newton algorithm. The learning rate is determined so that the Bayesian credible intervals of the estimated effects have approximately the correct coverage. The main function is qgam() which is similar to gam() in 'mgcv', but fits non-parametric quantile regression models.

copied from cf-staging / r-qgam
Type Size Name Uploaded Downloads Labels
conda 3.8 MB | win-64/r-qgam-1.3.4-r44h11b023d_4.conda  6 months and 7 days ago 140 main
conda 3.8 MB | win-64/r-qgam-1.3.4-r43h11b023d_4.conda  6 months and 7 days ago 140 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r44h07cda29_4.conda  6 months and 7 days ago 113 main
conda 3.8 MB | osx-64/r-qgam-1.3.4-r43h6b9d099_4.conda  6 months and 7 days ago 157 main
conda 3.8 MB | linux-ppc64le/r-qgam-1.3.4-r44hc48f542_4.conda  6 months and 7 days ago 94 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r43h07cda29_4.conda  6 months and 7 days ago 116 main
conda 3.8 MB | osx-64/r-qgam-1.3.4-r44h6b9d099_4.conda  6 months and 7 days ago 152 main
conda 3.8 MB | linux-aarch64/r-qgam-1.3.4-r43hc1cf72c_4.conda  6 months and 7 days ago 272 main
conda 3.8 MB | linux-aarch64/r-qgam-1.3.4-r44hc1cf72c_4.conda  6 months and 7 days ago 100 main
conda 3.8 MB | linux-ppc64le/r-qgam-1.3.4-r43hc48f542_4.conda  6 months and 7 days ago 82 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r44hdb488b9_4.conda  6 months and 7 days ago 795 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r43hdb488b9_4.conda  6 months and 7 days ago 1083 main
conda 3.8 MB | win-64/r-qgam-1.3.4-r41h6d2157b_3.conda  11 months and 16 days ago 154 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r43hd2d937b_3.conda  11 months and 16 days ago 126 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r42hd2d937b_3.conda  11 months and 16 days ago 118 main
conda 3.8 MB | osx-64/r-qgam-1.3.4-r42hb2c329c_3.conda  11 months and 16 days ago 139 main
conda 3.8 MB | osx-64/r-qgam-1.3.4-r43hb2c329c_3.conda  11 months and 16 days ago 146 main
conda 3.8 MB | linux-ppc64le/r-qgam-1.3.4-r43h9da1b96_3.conda  11 months and 16 days ago 65 main
conda 3.8 MB | linux-ppc64le/r-qgam-1.3.4-r42h9da1b96_3.conda  11 months and 16 days ago 81 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r42h57805ef_3.conda  11 months and 16 days ago 1240 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r43h57805ef_3.conda  11 months and 16 days ago 1256 main
conda 3.8 MB | linux-aarch64/r-qgam-1.3.4-r43h9d23599_3.conda  11 months and 16 days ago 116 main
conda 3.8 MB | linux-aarch64/r-qgam-1.3.4-r42h9d23599_3.conda  11 months and 16 days ago 94 main
conda 3.8 MB | win-64/r-qgam-1.3.4-r41h6d2157b_2.conda  1 year and 7 months ago 369 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r42h21dc0da_2.conda  1 year and 7 months ago 105 main
conda 3.8 MB | osx-64/r-qgam-1.3.4-r42h6dc245f_2.conda  1 year and 7 months ago 165 main
conda 3.8 MB | osx-64/r-qgam-1.3.4-r43h6dc245f_2.conda  1 year and 7 months ago 168 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r43h21dc0da_2.conda  1 year and 7 months ago 111 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r43h57805ef_2.conda  1 year and 7 months ago 1433 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r42h57805ef_2.conda  1 year and 7 months ago 1858 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r42h5d63f41_1.conda  1 year and 10 months ago 93 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r41h5d63f41_1.conda  1 year and 10 months ago 84 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r42h133d619_1.conda  1 year and 10 months ago 1644 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r41h133d619_1.conda  1 year and 10 months ago 1513 main
conda 4.1 MB | win-64/r-qgam-1.3.4-r41h6d2157b_1.tar.bz2  2 years and 3 months ago 539 main
conda 4.1 MB | osx-64/r-qgam-1.3.4-r42h815d134_1.tar.bz2  2 years and 3 months ago 71 main
conda 4.1 MB | osx-64/r-qgam-1.3.4-r41h815d134_1.tar.bz2  2 years and 3 months ago 71 main
conda 4.0 MB | linux-64/r-qgam-1.3.4-r42h06615bd_1.tar.bz2  2 years and 3 months ago 1725 main
conda 4.1 MB | linux-64/r-qgam-1.3.4-r41h06615bd_1.tar.bz2  2 years and 3 months ago 1714 main
conda 4.1 MB | win-64/r-qgam-1.3.4-r41h6d2157b_0.tar.bz2  3 years and 2 months ago 722 main
conda 4.1 MB | win-64/r-qgam-1.3.4-r40h6d2157b_0.tar.bz2  3 years and 2 months ago 709 main
conda 4.1 MB | osx-64/r-qgam-1.3.4-r41h28b5c78_0.tar.bz2  3 years and 2 months ago 73 main
conda 4.0 MB | osx-64/r-qgam-1.3.4-r40h28b5c78_0.tar.bz2  3 years and 2 months ago 74 main
conda 4.1 MB | linux-64/r-qgam-1.3.4-r41hcfec24a_0.tar.bz2  3 years and 2 months ago 2116 main
conda 4.1 MB | linux-64/r-qgam-1.3.4-r40hcfec24a_0.tar.bz2  3 years and 2 months ago 2112 main

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