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Package for Bayesian Variable Selection and Model Averaging in linear models and generalized linear models using stochastic or deterministic sampling without replacement from posterior distributions. Prior distributions on coefficients are from Zellner's g-prior or mixtures of g-priors corresponding to the Zellner-Siow Cauchy Priors or the mixture of g-priors from Liang et al (2008) <DOI:10.1198/016214507000001337> for linear models or mixtures of g-priors from Li and Clyde (2019) <DOI:10.1080/01621459.2018.1469992> in generalized linear models. Other model selection criteria include AIC, BIC and Empirical Bayes estimates of g. Sampling probabilities may be updated based on the sampled models using sampling w/out replacement or an efficient MCMC algorithm which samples models using a tree structure of the model space as an efficient hash table. See Clyde, Ghosh and Littman (2010) <DOI:10.1198/jcgs.2010.09049> for details on the sampling algorithms. Uniform priors over all models or beta-binomial prior distributions on model size are allowed, and for large p truncated priors on the model space may be used to enforce sampling models that are full rank. The user may force variables to always be included in addition to imposing constraints that higher order interactions are included only if their parents are included in the model. This material is based upon work supported by the National Science Foundation under Division of Mathematical Sciences grant 1106891. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.

copied from cf-staging / r-bas
Type Size Name Uploaded Downloads Labels
conda 1.1 MB | win-64/r-bas-1.7.5-r43h05aa911_0.conda  6 days and 10 hours ago 35 main
conda 1.1 MB | win-64/r-bas-1.7.5-r44h05aa911_0.conda  6 days and 10 hours ago 42 main
conda 1.1 MB | osx-64/r-bas-1.7.5-r44hf3bc17b_0.conda  6 days and 10 hours ago 12 main
conda 1.1 MB | osx-64/r-bas-1.7.5-r43hf3bc17b_0.conda  6 days and 10 hours ago 14 main
conda 1.1 MB | linux-64/r-bas-1.7.5-r44h02ebe12_0.conda  6 days and 10 hours ago 71 main
conda 1.1 MB | linux-64/r-bas-1.7.5-r43h02ebe12_0.conda  6 days and 10 hours ago 68 main
conda 905.3 kB | win-64/r-bas-1.7.3-r44h05aa911_0.conda  2 months and 16 days ago 27 main
conda 895.2 kB | win-64/r-bas-1.7.3-r43h05aa911_0.conda  2 months and 16 days ago 25 main
conda 901.4 kB | osx-64/r-bas-1.7.3-r43h365c625_0.conda  2 months and 16 days ago 19 main
conda 911.3 kB | osx-64/r-bas-1.7.3-r44h365c625_0.conda  2 months and 16 days ago 17 main
conda 903.6 kB | linux-64/r-bas-1.7.3-r43h02ebe12_0.conda  2 months and 16 days ago 274 main
conda 912.0 kB | linux-64/r-bas-1.7.3-r44h02ebe12_0.conda  2 months and 16 days ago 261 main
conda 896.7 kB | win-64/r-bas-1.7.2-r43h05aa911_0.conda  2 months and 17 days ago 30 main
conda 905.4 kB | win-64/r-bas-1.7.2-r44h05aa911_0.conda  2 months and 17 days ago 26 main
conda 904.8 kB | osx-64/r-bas-1.7.2-r43h365c625_0.conda  2 months and 17 days ago 18 main
conda 912.5 kB | osx-64/r-bas-1.7.2-r44h365c625_0.conda  2 months and 17 days ago 21 main
conda 913.9 kB | linux-64/r-bas-1.7.2-r44h02ebe12_0.conda  2 months and 17 days ago 268 main
conda 905.1 kB | linux-64/r-bas-1.7.2-r43h02ebe12_0.conda  2 months and 17 days ago 254 main
conda 891.5 kB | win-64/r-bas-1.7.1-r43h05aa911_1.conda  3 months and 23 days ago 125 main
conda 899.5 kB | win-64/r-bas-1.7.1-r44h05aa911_1.conda  3 months and 23 days ago 114 main
conda 899.0 kB | osx-64/r-bas-1.7.1-r43h9cf22e7_1.conda  3 months and 23 days ago 115 main
conda 907.0 kB | osx-64/r-bas-1.7.1-r44h9cf22e7_1.conda  3 months and 23 days ago 119 main
conda 906.9 kB | linux-64/r-bas-1.7.1-r44h0d28552_1.conda  3 months and 23 days ago 485 main
conda 897.7 kB | linux-64/r-bas-1.7.1-r43h0d28552_1.conda  3 months and 23 days ago 489 main
conda 895.2 kB | win-64/r-bas-1.7.1-r41hb9981e2_0.conda  11 months and 28 days ago 216 main
conda 897.5 kB | osx-64/r-bas-1.7.1-r42h39411cf_0.conda  11 months and 28 days ago 186 main
conda 898.8 kB | osx-64/r-bas-1.7.1-r43h39411cf_0.conda  11 months and 28 days ago 192 main
conda 898.7 kB | linux-64/r-bas-1.7.1-r43h316c678_0.conda  11 months and 28 days ago 1028 main
conda 899.0 kB | linux-64/r-bas-1.7.1-r42h316c678_0.conda  11 months and 28 days ago 979 main
conda 889.9 kB | win-64/r-bas-1.6.6-r41hb9981e2_0.conda  1 year and 6 days ago 158 main
conda 894.5 kB | osx-64/r-bas-1.6.6-r43h39411cf_0.conda  1 year and 6 days ago 126 main
conda 896.1 kB | osx-64/r-bas-1.6.6-r42h39411cf_0.conda  1 year and 6 days ago 118 main
conda 897.6 kB | linux-64/r-bas-1.6.6-r42h316c678_0.conda  1 year and 6 days ago 882 main
conda 896.3 kB | linux-64/r-bas-1.6.6-r43h316c678_0.conda  1 year and 6 days ago 905 main
conda 896.8 kB | win-64/r-bas-1.6.4-r41hb9981e2_1.conda  1 year and 5 months ago 360 main
conda 898.4 kB | osx-64/r-bas-1.6.4-r43hc46c21c_1.conda  1 year and 5 months ago 154 main
conda 901.7 kB | osx-64/r-bas-1.6.4-r42hc46c21c_1.conda  1 year and 5 months ago 149 main
conda 898.8 kB | linux-64/r-bas-1.6.4-r43h316c678_1.conda  1 year and 5 months ago 1170 main
conda 900.2 kB | linux-64/r-bas-1.6.4-r42h316c678_1.conda  1 year and 5 months ago 1131 main
conda 938.6 kB | win-64/r-bas-1.6.4-r41hb9981e2_0.tar.bz2  2 years and 1 month ago 503 main
conda 972.4 kB | osx-64/r-bas-1.6.4-r42hce01bf1_0.tar.bz2  2 years and 1 month ago 69 main
conda 943.1 kB | osx-64/r-bas-1.6.4-r41hce01bf1_0.tar.bz2  2 years and 1 month ago 64 main
conda 961.2 kB | linux-64/r-bas-1.6.4-r41h5f7b363_0.tar.bz2  2 years and 1 month ago 1484 main
conda 951.1 kB | linux-64/r-bas-1.6.4-r42h5f7b363_0.tar.bz2  2 years and 1 month ago 1497 main
conda 958.4 kB | win-64/r-bas-1.6.2-r41hb9981e2_1.tar.bz2  2 years and 1 month ago 532 main
conda 955.0 kB | osx-64/r-bas-1.6.2-r41hce01bf1_1.tar.bz2  2 years and 1 month ago 63 main
conda 944.6 kB | osx-64/r-bas-1.6.2-r42hce01bf1_1.tar.bz2  2 years and 1 month ago 68 main
conda 960.6 kB | linux-64/r-bas-1.6.2-r42h5f7b363_1.tar.bz2  2 years and 1 month ago 1510 main
conda 959.0 kB | linux-64/r-bas-1.6.2-r41h5f7b363_1.tar.bz2  2 years and 1 month ago 1521 main
conda 953.2 kB | osx-64/r-bas-1.6.2-r41h5682102_0.tar.bz2  2 years and 7 months ago 73 main

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