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Two nonparametric methods for multiple regression transform selection are provided. The first, Alternative Conditional Expectations (ACE), is an algorithm to find the fixed point of maximal correlation, i.e. it finds a set of transformed response variables that maximizes R^2 using smoothing functions [see Breiman, L., and J.H. Friedman. 1985. "Estimating Optimal Transformations for Multiple Regression and Correlation". Journal of the American Statistical Association. 80:580-598. <doi:10.1080/01621459.1985.10478157>]. Also included is the Additivity Variance Stabilization (AVAS) method which works better than ACE when correlation is low [see Tibshirani, R.. 1986. "Estimating Transformations for Regression via Additivity and Variance Stabilization". Journal of the American Statistical Association. 83:394-405. <doi:10.1080/01621459.1988.10478610>]. A good introduction to these two methods is in chapter 16 of Frank Harrel's "Regression Modeling Strategies" in the Springer Series in Statistics.

copied from cf-staging / r-acepack
Type Size Name Uploaded Downloads Labels
conda 75.9 kB | linux-ppc64le/r-acepack-1.4.2-r43hcbafff3_1.conda  5 months and 30 days ago 56 main
conda 76.3 kB | linux-ppc64le/r-acepack-1.4.2-r44hcbafff3_1.conda  5 months and 30 days ago 68 main
conda 70.4 kB | win-64/r-acepack-1.4.2-r43hb0f4521_1.conda  5 months and 30 days ago 144 main
conda 71.3 kB | win-64/r-acepack-1.4.2-r44hb0f4521_1.conda  5 months and 30 days ago 141 main
conda 70.4 kB | linux-aarch64/r-acepack-1.4.2-r44hcaa22a9_1.conda  5 months and 30 days ago 87 main
conda 70.0 kB | osx-64/r-acepack-1.4.2-r44h9612530_1.conda  5 months and 30 days ago 135 main
conda 69.6 kB | osx-64/r-acepack-1.4.2-r43h9612530_1.conda  5 months and 30 days ago 141 main
conda 70.5 kB | linux-64/r-acepack-1.4.2-r43hc4980d5_1.conda  5 months and 30 days ago 759 main
conda 71.0 kB | linux-64/r-acepack-1.4.2-r44hc4980d5_1.conda  5 months and 30 days ago 722 main
conda 69.6 kB | linux-aarch64/r-acepack-1.4.2-r43hcaa22a9_1.conda  5 months and 30 days ago 77 main
conda 75.8 kB | linux-ppc64le/r-acepack-1.4.2-r42ha774786_0.conda  1 year and 4 months ago 63 main
conda 75.8 kB | linux-ppc64le/r-acepack-1.4.2-r43ha774786_0.conda  1 year and 4 months ago 58 main
conda 73.3 kB | win-64/r-acepack-1.4.2-r41he816bda_0.conda  1 year and 4 months ago 281 main
conda 69.4 kB | osx-64/r-acepack-1.4.2-r43hfe07776_0.conda  1 year and 4 months ago 140 main
conda 69.9 kB | osx-64/r-acepack-1.4.2-r42hfe07776_0.conda  1 year and 4 months ago 150 main
conda 69.6 kB | linux-aarch64/r-acepack-1.4.2-r42ha7f1a89_0.conda  1 year and 4 months ago 82 main
conda 69.7 kB | linux-aarch64/r-acepack-1.4.2-r43ha7f1a89_0.conda  1 year and 4 months ago 86 main
conda 70.4 kB | linux-64/r-acepack-1.4.2-r42h61816a4_0.conda  1 year and 4 months ago 1676 main
conda 70.5 kB | linux-64/r-acepack-1.4.2-r43h61816a4_0.conda  1 year and 4 months ago 1273 main
conda 75.4 kB | linux-ppc64le/r-acepack-1.4.1-r43ha774786_1008.conda  1 year and 6 months ago 78 main
conda 75.4 kB | linux-ppc64le/r-acepack-1.4.1-r42ha774786_1008.conda  1 year and 6 months ago 71 main
conda 72.7 kB | win-64/r-acepack-1.4.1-r41he816bda_1008.conda  1 year and 6 months ago 489 main
conda 69.3 kB | osx-64/r-acepack-1.4.1-r42hfe07776_1008.conda  1 year and 6 months ago 684 main
conda 69.3 kB | osx-64/r-acepack-1.4.1-r43hfe07776_1008.conda  1 year and 6 months ago 138 main
conda 70.3 kB | linux-64/r-acepack-1.4.1-r43h61816a4_1008.conda  1 year and 6 months ago 1242 main
conda 69.8 kB | linux-64/r-acepack-1.4.1-r42h61816a4_1008.conda  1 year and 6 months ago 1306 main
conda 69.6 kB | linux-aarch64/r-acepack-1.4.1-r43ha7f1a89_1008.conda  1 year and 6 months ago 99 main
conda 69.5 kB | linux-aarch64/r-acepack-1.4.1-r42ha7f1a89_1008.conda  1 year and 6 months ago 86 main
conda 79.6 kB | linux-ppc64le/r-acepack-1.4.1-r42h169bc6f_1007.tar.bz2  2 years and 2 months ago 44 main
conda 79.4 kB | linux-ppc64le/r-acepack-1.4.1-r41h169bc6f_1007.tar.bz2  2 years and 2 months ago 43 main
conda 76.3 kB | win-64/r-acepack-1.4.1-r41he816bda_1007.tar.bz2  2 years and 2 months ago 771 main
conda 71.0 kB | osx-64/r-acepack-1.4.1-r41h1e4e481_1007.tar.bz2  2 years and 2 months ago 244 main
conda 71.1 kB | osx-64/r-acepack-1.4.1-r42h1e4e481_1007.tar.bz2  2 years and 2 months ago 15709 main
conda 72.0 kB | linux-64/r-acepack-1.4.1-r41h8da6f51_1007.tar.bz2  2 years and 2 months ago 5007 main
conda 73.5 kB | linux-aarch64/r-acepack-1.4.1-r42hcf942fd_1007.tar.bz2  2 years and 2 months ago 75 main
conda 73.4 kB | linux-aarch64/r-acepack-1.4.1-r41hcf942fd_1007.tar.bz2  2 years and 2 months ago 69 main
conda 72.2 kB | linux-64/r-acepack-1.4.1-r42h8da6f51_1007.tar.bz2  2 years and 2 months ago 30244 main
conda 72.5 kB | linux-aarch64/r-acepack-1.4.1-r41h6fc6016_1006.tar.bz2  3 years and 7 months ago 86 main
conda 72.7 kB | linux-aarch64/r-acepack-1.4.1-r40h6fc6016_1006.tar.bz2  3 years and 7 months ago 84 main
conda 76.5 kB | linux-ppc64le/r-acepack-1.4.1-r41ha9c7abe_1006.tar.bz2  3 years and 7 months ago 64 main
conda 76.6 kB | linux-ppc64le/r-acepack-1.4.1-r40ha9c7abe_1006.tar.bz2  3 years and 7 months ago 56 main
conda 75.5 kB | win-64/r-acepack-1.4.1-r41he816bda_1006.tar.bz2  3 years and 7 months ago 972 main
conda 77.0 kB | win-64/r-acepack-1.4.1-r40he816bda_1006.tar.bz2  3 years and 7 months ago 962 main
conda 70.1 kB | osx-64/r-acepack-1.4.1-r41h749f5a1_1006.tar.bz2  3 years and 7 months ago 1306 main
conda 70.2 kB | osx-64/r-acepack-1.4.1-r40h749f5a1_1006.tar.bz2  3 years and 7 months ago 619 main
conda 71.8 kB | linux-64/r-acepack-1.4.1-r40h859d828_1006.tar.bz2  3 years and 7 months ago 7619 main
conda 71.9 kB | linux-64/r-acepack-1.4.1-r41h859d828_1006.tar.bz2  3 years and 7 months ago 11938 main
conda 72.4 kB | linux-aarch64/r-acepack-1.4.1-r40h9b2adfb_1006.tar.bz2  4 years and 2 months ago 90 main
conda 72.7 kB | linux-aarch64/r-acepack-1.4.1-r40h283fcfe_1006.tar.bz2  4 years and 2 months ago 83 main
conda 72.5 kB | linux-aarch64/r-acepack-1.4.1-r36h9b2adfb_1006.tar.bz2  4 years and 2 months ago 88 main

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