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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 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 14662 main
conda 69.7 kB | linux-64/r-acepack-1.4.1-r40h31ca83e_1006.tar.bz2  4 years and 4 months ago 5604 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 4246 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
conda 73.1 kB | linux-aarch64/r-acepack-1.4.1-r40h9bbef5b_1005.tar.bz2  4 years and 10 months ago 87 main
conda 73.3 kB | linux-aarch64/r-acepack-1.4.1-r36h9bbef5b_1005.tar.bz2  4 years and 10 months ago 90 main
conda 68.4 kB | osx-64/r-acepack-1.4.1-r36h384270c_1005.tar.bz2  4 years and 10 months ago 515 main
conda 68.1 kB | osx-64/r-acepack-1.4.1-r40h384270c_1005.tar.bz2  4 years and 10 months ago 391 main
conda 69.8 kB | linux-64/r-acepack-1.4.1-r36h9bbef5b_1005.tar.bz2  4 years and 10 months ago 6378 main
conda 69.7 kB | linux-64/r-acepack-1.4.1-r40h9bbef5b_1005.tar.bz2  4 years and 10 months ago 3893 main
conda 77.9 kB | linux-ppc64le/r-acepack-1.4.1-r36h2c7be84_1004.tar.bz2  4 years and 10 months ago 68 main
conda 68.2 kB | osx-64/r-acepack-1.4.1-r36h384270c_1004.tar.bz2  4 years and 10 months ago 353 main
conda 68.0 kB | osx-64/r-acepack-1.4.1-r35h384270c_1004.tar.bz2  4 years and 10 months ago 887 main
conda 73.3 kB | linux-aarch64/r-acepack-1.4.1-r36h9bbef5b_1004.tar.bz2  4 years and 10 months ago 89 main
conda 76.4 kB | win-64/r-acepack-1.4.1-r36h17ddedb_1004.tar.bz2  5 years and 6 months ago 1408 main cf202003
conda 76.0 kB | win-64/r-acepack-1.4.1-r35h17ddedb_1004.tar.bz2  5 years and 6 months ago 1420 main cf202003
conda 67.8 kB | osx-64/r-acepack-1.4.1-r35h85e41a7_1004.tar.bz2  5 years and 6 months ago 488 main cf202003
conda 68.2 kB | osx-64/r-acepack-1.4.1-r36h85e41a7_1004.tar.bz2  5 years and 6 months ago 629 main cf202003
conda 71.2 kB | osx-64/r-acepack-1.4.1-r36haf69682_1004.tar.bz2  5 years and 6 months ago 700 main cf202003
conda 70.8 kB | osx-64/r-acepack-1.4.1-r35haf69682_1004.tar.bz2  5 years and 6 months ago 725 main cf202003
conda 69.8 kB | linux-64/r-acepack-1.4.1-r36h9bbef5b_1004.tar.bz2  5 years and 6 months ago 7659 main cf202003
conda 69.4 kB | linux-64/r-acepack-1.4.1-r35h9bbef5b_1004.tar.bz2  5 years and 6 months ago 12629 main cf202003
conda 76.5 kB | win-64/r-acepack-1.4.1-r36h17ddedb_1003.tar.bz2  5 years and 7 months ago 1369 main cf202003
conda 76.1 kB | win-64/r-acepack-1.4.1-r35h17ddedb_1003.tar.bz2  5 years and 7 months ago 1392 main cf202003
conda 70.8 kB | osx-64/r-acepack-1.4.1-r35haf69682_1003.tar.bz2  5 years and 7 months ago 469 main cf202003
conda 71.2 kB | osx-64/r-acepack-1.4.1-r36haf69682_1003.tar.bz2  5 years and 7 months ago 415 main cf202003
conda 69.4 kB | linux-64/r-acepack-1.4.1-r35h9bbef5b_1003.tar.bz2  5 years and 7 months ago 4838 main cf202003
conda 69.8 kB | linux-64/r-acepack-1.4.1-r36h9bbef5b_1003.tar.bz2  5 years and 7 months ago 4498 main cf202003
conda 75.9 kB | win-64/r-acepack-1.4.1-r351h6115d3f_1002.tar.bz2  6 years and 3 months ago 1706 main cf202003 cf201901
conda 69.2 kB | linux-64/r-acepack-1.4.1-r351ha65eedd_1002.tar.bz2  6 years and 3 months ago 8947 main gcc7 cf202003
conda 70.7 kB | osx-64/r-acepack-1.4.1-r351hfffe0aa_1002.tar.bz2  6 years and 3 months ago 958 main gcc7 cf202003
conda 75.7 kB | win-64/r-acepack-1.4.1-r351h6115d3f_2.tar.bz2  6 years and 5 months ago 1718 main cf202003 cf201901
conda 68.7 kB | win-64/r-acepack-1.4.1-r341h6115d3f_2.tar.bz2  6 years and 5 months ago 1736 main cf202003 cf201901
conda 64.5 kB | osx-64/r-acepack-1.4.1-r351h364d78e_2.tar.bz2  6 years and 5 months ago 620 main cf202003 cf201901
conda 57.7 kB | osx-64/r-acepack-1.4.1-r341h364d78e_2.tar.bz2  6 years and 5 months ago 813 main cf202003 cf201901
conda 59.2 kB | linux-64/r-acepack-1.4.1-r341h364d78e_2.tar.bz2  6 years and 5 months ago 11410 main cf202003 cf201901
conda 66.1 kB | linux-64/r-acepack-1.4.1-r351h364d78e_2.tar.bz2  6 years and 5 months ago 5871 main cf202003 cf201901
conda 68.9 kB | win-64/r-acepack-1.4.1-r341h8933c1f_1.tar.bz2  6 years and 7 months ago 1774 main cf202003 cf201901
conda 57.4 kB | osx-64/r-acepack-1.4.1-r341ha44fe06_1.tar.bz2  6 years and 7 months ago 456 main cf202003 cf201901
conda 58.9 kB | linux-64/r-acepack-1.4.1-r341ha44fe06_1.tar.bz2  6 years and 7 months ago 6285 main cf202003 cf201901
conda 69.7 kB | win-64/r-acepack-1.4.1-r3.4.1_0.tar.bz2  7 years and 6 months ago 1904 main cf202003 cf201901
conda 57.0 kB | osx-64/r-acepack-1.4.1-r3.4.1_0.tar.bz2  7 years and 7 months ago 1221 main cf202003 cf201901
conda 58.9 kB | linux-64/r-acepack-1.4.1-r3.4.1_0.tar.bz2  7 years and 7 months ago 14195 main cf202003 cf201901
conda 69.2 kB | win-64/r-acepack-1.4.1-r3.3.2_0.tar.bz2  7 years and 11 months ago 1934 main cf202003 cf201901
conda 56.2 kB | osx-64/r-acepack-1.4.1-r3.3.2_0.tar.bz2  7 years and 11 months ago 786 main cf202003 cf201901

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