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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 75.4 kB | linux-ppc64le/r-acepack-1.4.1-r43ha774786_1008.conda  1 year and 8 months ago 147 main
conda 75.4 kB | linux-ppc64le/r-acepack-1.4.1-r42ha774786_1008.conda  1 year and 8 months ago 143 main
conda 72.7 kB | win-64/r-acepack-1.4.1-r41he816bda_1008.conda  1 year and 8 months ago 598 main
conda 69.3 kB | osx-64/r-acepack-1.4.1-r42hfe07776_1008.conda  1 year and 8 months ago 727 main
conda 69.3 kB | osx-64/r-acepack-1.4.1-r43hfe07776_1008.conda  1 year and 8 months ago 189 main
conda 70.3 kB | linux-64/r-acepack-1.4.1-r43h61816a4_1008.conda  1 year and 8 months ago 1483 main
conda 69.8 kB | linux-64/r-acepack-1.4.1-r42h61816a4_1008.conda  1 year and 8 months ago 1529 main
conda 69.6 kB | linux-aarch64/r-acepack-1.4.1-r43ha7f1a89_1008.conda  1 year and 8 months ago 229 main
conda 69.5 kB | linux-aarch64/r-acepack-1.4.1-r42ha7f1a89_1008.conda  1 year and 8 months ago 214 main
conda 79.6 kB | linux-ppc64le/r-acepack-1.4.1-r42h169bc6f_1007.tar.bz2  2 years and 5 months ago 44 main
conda 79.4 kB | linux-ppc64le/r-acepack-1.4.1-r41h169bc6f_1007.tar.bz2  2 years and 5 months ago 44 main
conda 76.3 kB | win-64/r-acepack-1.4.1-r41he816bda_1007.tar.bz2  2 years and 5 months ago 774 main
conda 71.0 kB | osx-64/r-acepack-1.4.1-r41h1e4e481_1007.tar.bz2  2 years and 5 months ago 245 main
conda 71.1 kB | osx-64/r-acepack-1.4.1-r42h1e4e481_1007.tar.bz2  2 years and 5 months ago 15739 main
conda 72.0 kB | linux-64/r-acepack-1.4.1-r41h8da6f51_1007.tar.bz2  2 years and 5 months ago 5196 main
conda 73.5 kB | linux-aarch64/r-acepack-1.4.1-r42hcf942fd_1007.tar.bz2  2 years and 5 months ago 75 main
conda 73.4 kB | linux-aarch64/r-acepack-1.4.1-r41hcf942fd_1007.tar.bz2  2 years and 5 months ago 69 main
conda 72.2 kB | linux-64/r-acepack-1.4.1-r42h8da6f51_1007.tar.bz2  2 years and 5 months ago 30686 main
conda 72.5 kB | linux-aarch64/r-acepack-1.4.1-r41h6fc6016_1006.tar.bz2  3 years and 9 months ago 86 main
conda 72.7 kB | linux-aarch64/r-acepack-1.4.1-r40h6fc6016_1006.tar.bz2  3 years and 9 months ago 84 main
conda 76.5 kB | linux-ppc64le/r-acepack-1.4.1-r41ha9c7abe_1006.tar.bz2  3 years and 9 months ago 64 main
conda 76.6 kB | linux-ppc64le/r-acepack-1.4.1-r40ha9c7abe_1006.tar.bz2  3 years and 9 months ago 56 main
conda 75.5 kB | win-64/r-acepack-1.4.1-r41he816bda_1006.tar.bz2  3 years and 9 months ago 977 main
conda 77.0 kB | win-64/r-acepack-1.4.1-r40he816bda_1006.tar.bz2  3 years and 9 months ago 968 main
conda 70.1 kB | osx-64/r-acepack-1.4.1-r41h749f5a1_1006.tar.bz2  3 years and 9 months ago 1307 main
conda 70.2 kB | osx-64/r-acepack-1.4.1-r40h749f5a1_1006.tar.bz2  3 years and 9 months ago 621 main
conda 71.8 kB | linux-64/r-acepack-1.4.1-r40h859d828_1006.tar.bz2  3 years and 9 months ago 7887 main
conda 71.9 kB | linux-64/r-acepack-1.4.1-r41h859d828_1006.tar.bz2  3 years and 9 months ago 12121 main
conda 72.4 kB | linux-aarch64/r-acepack-1.4.1-r40h9b2adfb_1006.tar.bz2  4 years and 4 months ago 90 main
conda 72.7 kB | linux-aarch64/r-acepack-1.4.1-r40h283fcfe_1006.tar.bz2  4 years and 4 months ago 83 main
conda 72.5 kB | linux-aarch64/r-acepack-1.4.1-r36h9b2adfb_1006.tar.bz2  4 years and 4 months ago 88 main
conda 72.9 kB | linux-aarch64/r-acepack-1.4.1-r36h283fcfe_1006.tar.bz2  4 years and 4 months ago 85 main
conda 77.0 kB | win-64/r-acepack-1.4.1-r36h87ffe87_1006.tar.bz2  4 years and 4 months ago 1173 main
conda 76.9 kB | win-64/r-acepack-1.4.1-r40h87ffe87_1006.tar.bz2  4 years and 4 months ago 1023 main
conda 76.4 kB | linux-ppc64le/r-acepack-1.4.1-r36hb106373_1006.tar.bz2  4 years and 4 months ago 56 main
conda 76.3 kB | linux-ppc64le/r-acepack-1.4.1-r40hb106373_1006.tar.bz2  4 years and 4 months ago 60 main
conda 77.5 kB | linux-ppc64le/r-acepack-1.4.1-r36h534c42c_1006.tar.bz2  4 years and 4 months ago 64 main
conda 77.3 kB | linux-ppc64le/r-acepack-1.4.1-r40h534c42c_1006.tar.bz2  4 years and 4 months ago 65 main
conda 68.0 kB | osx-64/r-acepack-1.4.1-r40ha752707_1006.tar.bz2  4 years and 4 months ago 380 main
conda 68.1 kB | osx-64/r-acepack-1.4.1-r36ha752707_1006.tar.bz2  4 years and 4 months ago 992 main
conda 69.9 kB | osx-64/r-acepack-1.4.1-r40h43cf36c_1006.tar.bz2  4 years and 4 months ago 445 main
conda 70.1 kB | osx-64/r-acepack-1.4.1-r36h43cf36c_1006.tar.bz2  4 years and 4 months ago 541 main
conda 71.8 kB | linux-64/r-acepack-1.4.1-r36h580db52_1006.tar.bz2  4 years and 4 months ago 14663 main
conda 69.7 kB | linux-64/r-acepack-1.4.1-r40h31ca83e_1006.tar.bz2  4 years and 4 months ago 5605 main
conda 70.0 kB | linux-64/r-acepack-1.4.1-r36h31ca83e_1006.tar.bz2  4 years and 4 months ago 10178 main
conda 71.6 kB | linux-64/r-acepack-1.4.1-r40h580db52_1006.tar.bz2  4 years and 4 months ago 4247 main
conda 76.3 kB | win-64/r-acepack-1.4.1-r40h17ddedb_1005.tar.bz2  4 years and 10 months ago 1046 main
conda 76.5 kB | win-64/r-acepack-1.4.1-r36h17ddedb_1005.tar.bz2  4 years and 10 months ago 1068 main
conda 77.6 kB | linux-ppc64le/r-acepack-1.4.1-r40h2c7be84_1005.tar.bz2  4 years and 10 months ago 68 main
conda 77.9 kB | linux-ppc64le/r-acepack-1.4.1-r36h2c7be84_1005.tar.bz2  4 years and 10 months ago 1119 main

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