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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 19 days ago 132 main
conda 3.8 MB | win-64/r-qgam-1.3.4-r43h11b023d_4.conda  5 months and 19 days ago 131 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r44h07cda29_4.conda  5 months and 19 days ago 103 main
conda 3.8 MB | osx-64/r-qgam-1.3.4-r43h6b9d099_4.conda  5 months and 19 days ago 151 main
conda 3.8 MB | linux-ppc64le/r-qgam-1.3.4-r44hc48f542_4.conda  5 months and 19 days ago 87 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r43h07cda29_4.conda  5 months and 19 days ago 108 main
conda 3.8 MB | osx-64/r-qgam-1.3.4-r44h6b9d099_4.conda  5 months and 19 days ago 147 main
conda 3.8 MB | linux-aarch64/r-qgam-1.3.4-r43hc1cf72c_4.conda  5 months and 19 days ago 199 main
conda 3.8 MB | linux-aarch64/r-qgam-1.3.4-r44hc1cf72c_4.conda  5 months and 19 days ago 96 main
conda 3.8 MB | linux-ppc64le/r-qgam-1.3.4-r43hc48f542_4.conda  5 months and 19 days ago 79 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r44hdb488b9_4.conda  5 months and 19 days ago 736 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r43hdb488b9_4.conda  5 months and 19 days ago 958 main
conda 3.8 MB | win-64/r-qgam-1.3.4-r41h6d2157b_3.conda  10 months and 28 days ago 147 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r43hd2d937b_3.conda  10 months and 28 days ago 116 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r42hd2d937b_3.conda  10 months and 28 days ago 114 main
conda 3.8 MB | osx-64/r-qgam-1.3.4-r42hb2c329c_3.conda  10 months and 28 days ago 135 main
conda 3.8 MB | osx-64/r-qgam-1.3.4-r43hb2c329c_3.conda  10 months and 28 days ago 138 main
conda 3.8 MB | linux-ppc64le/r-qgam-1.3.4-r43h9da1b96_3.conda  10 months and 28 days ago 64 main
conda 3.8 MB | linux-ppc64le/r-qgam-1.3.4-r42h9da1b96_3.conda  10 months and 28 days ago 77 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r42h57805ef_3.conda  10 months and 28 days ago 1185 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r43h57805ef_3.conda  10 months and 28 days ago 1200 main
conda 3.8 MB | linux-aarch64/r-qgam-1.3.4-r43h9d23599_3.conda  10 months and 28 days ago 113 main
conda 3.8 MB | linux-aarch64/r-qgam-1.3.4-r42h9d23599_3.conda  10 months and 28 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 1381 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r42h57805ef_2.conda  1 year and 6 months ago 1804 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r42h5d63f41_1.conda  1 year and 9 months ago 92 main
conda 3.8 MB | osx-arm64/r-qgam-1.3.4-r41h5d63f41_1.conda  1 year and 9 months ago 81 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r42h133d619_1.conda  1 year and 9 months ago 1590 main
conda 3.8 MB | linux-64/r-qgam-1.3.4-r41h133d619_1.conda  1 year and 9 months ago 1456 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 1679 main
conda 4.1 MB | linux-64/r-qgam-1.3.4-r41h06615bd_1.tar.bz2  2 years and 2 months ago 1657 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 73 main
conda 4.1 MB | linux-64/r-qgam-1.3.4-r41hcfec24a_0.tar.bz2  3 years and 1 month ago 2064 main
conda 4.1 MB | linux-64/r-qgam-1.3.4-r40hcfec24a_0.tar.bz2  3 years and 1 month ago 2063 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 139 main
conda 3.3 MB | linux-64/r-qgam-1.3.3-r41hcfec24a_0.tar.bz2  3 years and 7 months ago 2268 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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