Cars

  CARS变量选择方法能够在一定程度上克服变量选择中的组合爆炸问题，筛选出优化的变量子集，提高模型的预测能力( Competitive Adaptive Reweighted Sampling method for variable selection.)

Cars
....\CARS
....\....\Cars
....\....\....\carsmlr.m,3317,2010-04-20
....\....\....\carspls.m,3391,2010-04-20
....\....\....\CARS_manual.doc,53760,2010-05-20
....\....\....\CARS_manual.pdf,45279,2010-05-20
....\....\....\classplot2.m,920,2009-06-07
....\....\....\corn_m51.mat,448880,2010-02-12
....\....\....\csvd.m,278,2010-03-30
....\....\....\dosc.M,1102,2000-10-13
....\....\....\example_nir.m,506,2010-04-16
....\....\....\expred1.m,465,2008-04-20
....\....\....\expred2.m,736,2008-06-24
....\....\....\ks.m,812,2009-05-08

....\....\....\lsreg.m,966,2010-04-12
....\....\....\mcs.m,2983,2010-03-08
....\....\....\mcuvepls.m,1217,2010-04-12
....\....\....\mwpls.m,976,2008-12-10
....\....\....\oscplscv.m,3013,2009-04-14
....\....\....\plotcars.m,835,2010-04-19
....\....\....\plotmcs.m,592,2010-03-08
....\....\....\pls.m,1953,2010-02-14
....\....\....\plscvfold.m,2568,2010-04-16
....\....\....\plsdcv.m,1955,2009-12-16
....\....\....\plsmccv.m,2977,2010-04-16
....\....\....\plsnipals.m,1734,2009-10-27
....\....\....\plsrdcv.m,1995,2010-04-16
....\....\....\plssim.m,4180,2009-10-20
....\....\....\plsval.m,342,2010-02-15
....\....\....\pls_nipals.m,1792,2010-02-12
....\....\....\pretreat.m,739,2010-04-20
....\....\....\scarsmlr.m,2868,2010-04-20
....\....\....\scarspls.m,2944,2010-04-20
....\....\....\test_package_functions.m,1084,2010-04-18
....\....\....\tp.m,472,2010-02-19
....\....\....\vipp.m,554,2010-03-31
....\....\pls
....\....\...\carsmlr.m,3317,2010-04-20
....\....\...\carspls.m,3391,2010-04-20
....\....\...\CARS_manual.doc,53760,2010-05-20
....\....\...\CARS_manual.pdf,45279,2010-05-20
....\....\...\classplot2.m,920,2009-06-07
....\....\...\corn_m51.mat,448880,2010-02-12
....\....\...\csvd.m,278,2010-03-30
....\....\...\dosc.M,1102,2000-10-13
....\....\...\example_nir.m,506,2010-04-16
....\....\...\expred1.m,465,2008-04-20
....\....\...\expred2.m,736,2008-06-24
....\....\...\ks.m,812,2009-05-08

....\....\...\lsreg.m,966,2010-04-12
....\....\...\mcs.m,2983,2010-03-08
....\....\...\mcuvepls.m,1217,2010-04-12
....\....\...\mwpls.m,976,2008-12-10
....\....\...\oscplscv.m,3013,2009-04-14
....\....\...\plotcars.m,835,2010-04-19
....\....\...\plotmcs.m,592,2010-03-08
....\....\...\pls.m,1953,2010-02-14
....\....\...\plscvfold.m,2568,2010-04-16
....\....\...\plsdcv.m,1955,2009-12-16
....\....\...\plsmccv.m,2977,2010-04-16
....\....\...\plsnipals.m,1734,2009-10-27
....\....\...\plsrdcv.m,1995,2010-04-16
....\....\...\plssim.m,4180,2009-10-20
....\....\...\plsval.m,342,2010-02-15
....\....\...\pls_nipals.m,1792,2010-02-12
....\....\...\pretreat.m,739,2010-04-20
....\....\...\scarsmlr.m,2868,2010-04-20
....\....\...\scarspls.m,2944,2010-04-20
....\....\...\test_package_functions.m,1084,2010-04-18
....\....\...\tp.m,472,2010-02-19
....\....\...\vipp.m,554,2010-03-31
....\CARS.pdf,1326126,2011-10-28
....\CARS.rar,457919,2011-10-28
....\carspls_1.0.0
....\.............\carspls
....\.............\.......\chtml
....\.............\.......\.....\carspls.chm,22588,2009-10-07
....\.............\.......\htm" target=_blank>CONTENTS,1067,2009-10-07
....\.............\.......\data
....\.............\.......\....\filelist,18,2009-10-07
....\.............\.......\....\Rdata.zip,102700,2009-10-07
....\.............\.......\htm" target=_blank>DESCRIPTION,529,2009-10-07
....\.............\.......\help
....\.............\.......\....\AnIndex,115,2009-10-07
....\.............\.......\....\htm" target=_blank>carspls,3361,2009-10-07
....\.............\.......\....\htm" target=_blank>carsplsorigin,3490,2009-10-07
....\.............\.......\....\htm" target=_blank>carspls_package,1995,2009-10-07
....\.............\.......\....\htm" target=_blank>corn,1081,2009-10-07
....\.............\.......\....\htm" target=_blank>plotcarspls,1124,2009-10-07
....\.............\.......\html
....\.............\.......\....\00Index.html,1809,2009-10-07
....\.............\.......\....\carspls.html,4383,2009-10-07
....\.............\.......\....\carsplsorigin.html,4559,2009-10-07
....\.............\.......\....\carspls_package.html,2625,2009-10-07
....\.............\.......\....\corn.html,1513,2009-10-07
....\.............\.......\....\plotcarspls.html,1653,2009-10-07
....\.............\.......\htm" target=_blank>INDEX,708,2009-10-07