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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  5 months and 22 days ago 132 main
conda 3.8 MB | win-64/r-qgam-1.3.4-r43h11b023d_4.conda  5 months and 22 days ago 132 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r44h07cda29_4.conda  5 months and 22 days ago 104 main
conda 3.8 MB | osx-64/r-qgam-1.3.4-r43h6b9d099_4.conda  5 months and 22 days ago 152 main
conda 3.8 MB | linux-ppc64le/r-qgam-1.3.4-r44hc48f542_4.conda  5 months and 22 days ago 87 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r43h07cda29_4.conda  5 months and 22 days ago 108 main
conda 3.8 MB | osx-64/r-qgam-1.3.4-r44h6b9d099_4.conda  5 months and 22 days ago 148 main
conda 3.8 MB | linux-aarch64/r-qgam-1.3.4-r43hc1cf72c_4.conda  5 months and 22 days ago 236 main
conda 3.8 MB | linux-aarch64/r-qgam-1.3.4-r44hc1cf72c_4.conda  5 months and 22 days ago 96 main
conda 3.8 MB | linux-ppc64le/r-qgam-1.3.4-r43hc48f542_4.conda  5 months and 22 days ago 79 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r44hdb488b9_4.conda  5 months and 22 days ago 745 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r43hdb488b9_4.conda  5 months and 22 days ago 1013 main
conda 3.8 MB | win-64/r-qgam-1.3.4-r41h6d2157b_3.conda  11 months and 22 hours ago 148 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r43hd2d937b_3.conda  11 months and 22 hours ago 117 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r42hd2d937b_3.conda  11 months and 22 hours ago 114 main
conda 3.8 MB | osx-64/r-qgam-1.3.4-r42hb2c329c_3.conda  11 months and 22 hours ago 136 main
conda 3.8 MB | osx-64/r-qgam-1.3.4-r43hb2c329c_3.conda  11 months and 22 hours ago 138 main
conda 3.8 MB | linux-ppc64le/r-qgam-1.3.4-r43h9da1b96_3.conda  11 months and 22 hours ago 65 main
conda 3.8 MB | linux-ppc64le/r-qgam-1.3.4-r42h9da1b96_3.conda  11 months and 22 hours ago 78 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r42h57805ef_3.conda  11 months and 22 hours ago 1196 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r43h57805ef_3.conda  11 months and 22 hours ago 1211 main
conda 3.8 MB | linux-aarch64/r-qgam-1.3.4-r43h9d23599_3.conda  11 months and 22 hours ago 113 main
conda 3.8 MB | linux-aarch64/r-qgam-1.3.4-r42h9d23599_3.conda  11 months and 22 hours ago 91 main
conda 3.8 MB | win-64/r-qgam-1.3.4-r41h6d2157b_2.conda  1 year and 6 months ago 363 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r42h21dc0da_2.conda  1 year and 6 months ago 102 main
conda 3.8 MB | osx-64/r-qgam-1.3.4-r42h6dc245f_2.conda  1 year and 6 months ago 161 main
conda 3.8 MB | osx-64/r-qgam-1.3.4-r43h6dc245f_2.conda  1 year and 6 months ago 164 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r43h21dc0da_2.conda  1 year and 6 months ago 107 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r43h57805ef_2.conda  1 year and 6 months ago 1392 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r42h57805ef_2.conda  1 year and 6 months ago 1814 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r42h5d63f41_1.conda  1 year and 10 months ago 92 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r41h5d63f41_1.conda  1 year and 10 months ago 81 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r42h133d619_1.conda  1 year and 10 months ago 1603 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r41h133d619_1.conda  1 year and 10 months ago 1466 main
conda 4.1 MB | win-64/r-qgam-1.3.4-r41h6d2157b_1.tar.bz2  2 years and 2 months ago 536 main
conda 4.1 MB | osx-64/r-qgam-1.3.4-r42h815d134_1.tar.bz2  2 years and 2 months ago 71 main
conda 4.1 MB | osx-64/r-qgam-1.3.4-r41h815d134_1.tar.bz2  2 years and 2 months ago 71 main
conda 4.0 MB | linux-64/r-qgam-1.3.4-r42h06615bd_1.tar.bz2  2 years and 2 months ago 1688 main
conda 4.1 MB | linux-64/r-qgam-1.3.4-r41h06615bd_1.tar.bz2  2 years and 2 months ago 1669 main
conda 4.1 MB | win-64/r-qgam-1.3.4-r41h6d2157b_0.tar.bz2  3 years and 1 month ago 718 main
conda 4.1 MB | win-64/r-qgam-1.3.4-r40h6d2157b_0.tar.bz2  3 years and 1 month ago 706 main
conda 4.1 MB | osx-64/r-qgam-1.3.4-r41h28b5c78_0.tar.bz2  3 years and 1 month ago 72 main
conda 4.0 MB | osx-64/r-qgam-1.3.4-r40h28b5c78_0.tar.bz2  3 years and 1 month ago 74 main
conda 4.1 MB | linux-64/r-qgam-1.3.4-r41hcfec24a_0.tar.bz2  3 years and 1 month ago 2075 main
conda 4.1 MB | linux-64/r-qgam-1.3.4-r40hcfec24a_0.tar.bz2  3 years and 1 month ago 2074 main
conda 3.3 MB | win-64/r-qgam-1.3.3-r41h6d2157b_0.tar.bz2  3 years and 7 months ago 806 main
conda 3.3 MB | osx-64/r-qgam-1.3.3-r41h28b5c78_0.tar.bz2  3 years and 7 months ago 140 main
conda 3.3 MB | linux-64/r-qgam-1.3.3-r41hcfec24a_0.tar.bz2  3 years and 7 months ago 2277 main
conda 3.3 MB | win-64/r-qgam-1.3.3-r36h6d2157b_0.tar.bz2  3 years and 8 months ago 857 main
conda 3.3 MB | win-64/r-qgam-1.3.3-r40h6d2157b_0.tar.bz2  3 years and 8 months ago 841 main

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