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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 20 days ago 132 main
conda 3.8 MB | win-64/r-qgam-1.3.4-r43h11b023d_4.conda  5 months and 20 days ago 132 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r44h07cda29_4.conda  5 months and 20 days ago 103 main
conda 3.8 MB | osx-64/r-qgam-1.3.4-r43h6b9d099_4.conda  5 months and 20 days ago 151 main
conda 3.8 MB | linux-ppc64le/r-qgam-1.3.4-r44hc48f542_4.conda  5 months and 20 days ago 87 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r43h07cda29_4.conda  5 months and 20 days ago 108 main
conda 3.8 MB | osx-64/r-qgam-1.3.4-r44h6b9d099_4.conda  5 months and 20 days ago 147 main
conda 3.8 MB | linux-aarch64/r-qgam-1.3.4-r43hc1cf72c_4.conda  5 months and 20 days ago 212 main
conda 3.8 MB | linux-aarch64/r-qgam-1.3.4-r44hc1cf72c_4.conda  5 months and 20 days ago 96 main
conda 3.8 MB | linux-ppc64le/r-qgam-1.3.4-r43hc48f542_4.conda  5 months and 20 days ago 79 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r44hdb488b9_4.conda  5 months and 20 days ago 741 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r43hdb488b9_4.conda  5 months and 20 days ago 982 main
conda 3.8 MB | win-64/r-qgam-1.3.4-r41h6d2157b_3.conda  10 months and 29 days ago 148 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r43hd2d937b_3.conda  10 months and 29 days ago 116 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r42hd2d937b_3.conda  10 months and 29 days ago 114 main
conda 3.8 MB | osx-64/r-qgam-1.3.4-r42hb2c329c_3.conda  10 months and 29 days ago 135 main
conda 3.8 MB | osx-64/r-qgam-1.3.4-r43hb2c329c_3.conda  10 months and 29 days ago 138 main
conda 3.8 MB | linux-ppc64le/r-qgam-1.3.4-r43h9da1b96_3.conda  10 months and 29 days ago 64 main
conda 3.8 MB | linux-ppc64le/r-qgam-1.3.4-r42h9da1b96_3.conda  10 months and 29 days ago 77 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r42h57805ef_3.conda  10 months and 29 days ago 1189 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r43h57805ef_3.conda  10 months and 29 days ago 1205 main
conda 3.8 MB | linux-aarch64/r-qgam-1.3.4-r43h9d23599_3.conda  10 months and 29 days ago 113 main
conda 3.8 MB | linux-aarch64/r-qgam-1.3.4-r42h9d23599_3.conda  10 months and 29 days 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 160 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 1386 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r42h57805ef_2.conda  1 year and 6 months ago 1807 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 1597 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r41h133d619_1.conda  1 year and 10 months ago 1462 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 1683 main
conda 4.1 MB | linux-64/r-qgam-1.3.4-r41h06615bd_1.tar.bz2  2 years and 2 months ago 1663 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 705 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 2070 main
conda 4.1 MB | linux-64/r-qgam-1.3.4-r40hcfec24a_0.tar.bz2  3 years and 1 month ago 2069 main

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