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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 72.9 kB | linux-aarch64/r-acepack-1.4.1-r36h283fcfe_1006.tar.bz2  4 years and 2 months ago 84 main
conda 77.0 kB | win-64/r-acepack-1.4.1-r36h87ffe87_1006.tar.bz2  4 years and 2 months ago 1167 main
conda 76.9 kB | win-64/r-acepack-1.4.1-r40h87ffe87_1006.tar.bz2  4 years and 2 months ago 1016 main
conda 76.4 kB | linux-ppc64le/r-acepack-1.4.1-r36hb106373_1006.tar.bz2  4 years and 2 months ago 55 main
conda 76.3 kB | linux-ppc64le/r-acepack-1.4.1-r40hb106373_1006.tar.bz2  4 years and 2 months ago 59 main
conda 77.5 kB | linux-ppc64le/r-acepack-1.4.1-r36h534c42c_1006.tar.bz2  4 years and 2 months ago 63 main
conda 77.3 kB | linux-ppc64le/r-acepack-1.4.1-r40h534c42c_1006.tar.bz2  4 years and 2 months ago 64 main
conda 68.0 kB | osx-64/r-acepack-1.4.1-r40ha752707_1006.tar.bz2  4 years and 2 months ago 378 main
conda 68.1 kB | osx-64/r-acepack-1.4.1-r36ha752707_1006.tar.bz2  4 years and 2 months ago 991 main
conda 69.9 kB | osx-64/r-acepack-1.4.1-r40h43cf36c_1006.tar.bz2  4 years and 2 months ago 444 main
conda 70.1 kB | osx-64/r-acepack-1.4.1-r36h43cf36c_1006.tar.bz2  4 years and 2 months ago 537 main
conda 71.8 kB | linux-64/r-acepack-1.4.1-r36h580db52_1006.tar.bz2  4 years and 2 months ago 14354 main
conda 69.7 kB | linux-64/r-acepack-1.4.1-r40h31ca83e_1006.tar.bz2  4 years and 2 months ago 5419 main
conda 70.0 kB | linux-64/r-acepack-1.4.1-r36h31ca83e_1006.tar.bz2  4 years and 2 months ago 9989 main
conda 71.6 kB | linux-64/r-acepack-1.4.1-r40h580db52_1006.tar.bz2  4 years and 2 months ago 4079 main
conda 76.3 kB | win-64/r-acepack-1.4.1-r40h17ddedb_1005.tar.bz2  4 years and 8 months ago 1041 main
conda 76.5 kB | win-64/r-acepack-1.4.1-r36h17ddedb_1005.tar.bz2  4 years and 8 months ago 1063 main
conda 77.6 kB | linux-ppc64le/r-acepack-1.4.1-r40h2c7be84_1005.tar.bz2  4 years and 8 months ago 67 main
conda 77.9 kB | linux-ppc64le/r-acepack-1.4.1-r36h2c7be84_1005.tar.bz2  4 years and 8 months ago 1119 main
conda 73.1 kB | linux-aarch64/r-acepack-1.4.1-r40h9bbef5b_1005.tar.bz2  4 years and 8 months ago 86 main
conda 73.3 kB | linux-aarch64/r-acepack-1.4.1-r36h9bbef5b_1005.tar.bz2  4 years and 8 months ago 89 main
conda 68.4 kB | osx-64/r-acepack-1.4.1-r36h384270c_1005.tar.bz2  4 years and 8 months ago 514 main
conda 68.1 kB | osx-64/r-acepack-1.4.1-r40h384270c_1005.tar.bz2  4 years and 8 months ago 390 main
conda 69.8 kB | linux-64/r-acepack-1.4.1-r36h9bbef5b_1005.tar.bz2  4 years and 8 months ago 6200 main
conda 69.7 kB | linux-64/r-acepack-1.4.1-r40h9bbef5b_1005.tar.bz2  4 years and 8 months ago 3719 main
conda 77.9 kB | linux-ppc64le/r-acepack-1.4.1-r36h2c7be84_1004.tar.bz2  4 years and 8 months ago 67 main
conda 68.2 kB | osx-64/r-acepack-1.4.1-r36h384270c_1004.tar.bz2  4 years and 8 months ago 353 main
conda 68.0 kB | osx-64/r-acepack-1.4.1-r35h384270c_1004.tar.bz2  4 years and 8 months ago 883 main
conda 73.3 kB | linux-aarch64/r-acepack-1.4.1-r36h9bbef5b_1004.tar.bz2  4 years and 8 months ago 89 main
conda 76.4 kB | win-64/r-acepack-1.4.1-r36h17ddedb_1004.tar.bz2  5 years and 4 months ago 1405 main cf202003
conda 76.0 kB | win-64/r-acepack-1.4.1-r35h17ddedb_1004.tar.bz2  5 years and 4 months ago 1414 main cf202003
conda 67.8 kB | osx-64/r-acepack-1.4.1-r35h85e41a7_1004.tar.bz2  5 years and 4 months ago 487 main cf202003
conda 68.2 kB | osx-64/r-acepack-1.4.1-r36h85e41a7_1004.tar.bz2  5 years and 4 months ago 629 main cf202003
conda 71.2 kB | osx-64/r-acepack-1.4.1-r36haf69682_1004.tar.bz2  5 years and 4 months ago 699 main cf202003
conda 70.8 kB | osx-64/r-acepack-1.4.1-r35haf69682_1004.tar.bz2  5 years and 4 months ago 722 main cf202003
conda 69.8 kB | linux-64/r-acepack-1.4.1-r36h9bbef5b_1004.tar.bz2  5 years and 4 months ago 7483 main cf202003
conda 69.4 kB | linux-64/r-acepack-1.4.1-r35h9bbef5b_1004.tar.bz2  5 years and 4 months ago 12372 main cf202003
conda 76.5 kB | win-64/r-acepack-1.4.1-r36h17ddedb_1003.tar.bz2  5 years and 5 months ago 1362 main cf202003
conda 76.1 kB | win-64/r-acepack-1.4.1-r35h17ddedb_1003.tar.bz2  5 years and 5 months ago 1386 main cf202003
conda 70.8 kB | osx-64/r-acepack-1.4.1-r35haf69682_1003.tar.bz2  5 years and 5 months ago 468 main cf202003
conda 71.2 kB | osx-64/r-acepack-1.4.1-r36haf69682_1003.tar.bz2  5 years and 5 months ago 414 main cf202003
conda 69.4 kB | linux-64/r-acepack-1.4.1-r35h9bbef5b_1003.tar.bz2  5 years and 5 months ago 4672 main cf202003
conda 69.8 kB | linux-64/r-acepack-1.4.1-r36h9bbef5b_1003.tar.bz2  5 years and 5 months ago 4336 main cf202003
conda 75.9 kB | win-64/r-acepack-1.4.1-r351h6115d3f_1002.tar.bz2  6 years and 1 month ago 1699 main cf202003 cf201901
conda 69.2 kB | linux-64/r-acepack-1.4.1-r351ha65eedd_1002.tar.bz2  6 years and 1 month ago 8772 main gcc7 cf202003
conda 70.7 kB | osx-64/r-acepack-1.4.1-r351hfffe0aa_1002.tar.bz2  6 years and 1 month ago 958 main gcc7 cf202003
conda 75.7 kB | win-64/r-acepack-1.4.1-r351h6115d3f_2.tar.bz2  6 years and 3 months ago 1712 main cf202003 cf201901
conda 68.7 kB | win-64/r-acepack-1.4.1-r341h6115d3f_2.tar.bz2  6 years and 3 months ago 1729 main cf202003 cf201901
conda 64.5 kB | osx-64/r-acepack-1.4.1-r351h364d78e_2.tar.bz2  6 years and 3 months ago 619 main cf202003 cf201901
conda 57.7 kB | osx-64/r-acepack-1.4.1-r341h364d78e_2.tar.bz2  6 years and 3 months ago 810 main cf202003 cf201901

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