Statistic

代码说明：

  数据驱动的统计学习方法，包括PLS、PCA、ICA等，可方便进行故障诊断研究(Data-driven statistical learning methods, including PLS, PCA, ICA, can do researching on fault diagnosis)

文件列表：

国外一个matlab工具箱,里面包括mlr,pca,pls,kpcr等
...............................................\Center.m,2158,2003-11-28
...............................................\ChemoAC_Toolbox
...............................................\...............\CALIB
...............................................\...............\.....\FAST
...............................................\...............\.....\....\FPCRPRD.M,1049,2000-10-24
...............................................\...............\.....\....\PLSF.M,1892,2000-10-24
...............................................\...............\.....\LWR
...............................................\...............\.....\...\LWRCV.M,7258,2000-06-16
...............................................\...............\.....\...\LWREV.M,7254,2000-06-16
...............................................\...............\.....\...\LWRPRED.M,5393,2000-06-16
...............................................\...............\.....\MLR
...............................................\...............\.....\...\CHECKSON.M,4851,2000-06-16
...............................................\...............\.....\...\CHECKSUB.M,4578,2000-06-16
...............................................\...............\.....\...\GA0.M,13363,2000-06-16
...............................................\...............\.....\...\GA1.M,12080,2000-06-16
...............................................\...............\.....\...\GAINIT.M,4387,2000-06-16
...............................................\...............\.....\...\GAMUT.M,1311,2000-06-16
...............................................\...............\.....\...\GEOMEAN.M,866,2000-06-16
...............................................\...............\.....\...\MLR.M,1543,2000-09-04
...............................................\...............\.....\...\MLRCV.M,4018,2000-06-16
...............................................\...............\.....\...\MLREV.M,2329,2000-06-16
...............................................\...............\.....\...\MLRPRED.M,1369,2000-06-16
...............................................\...............\.....\...\STEPMLR.M,7803,2000-06-16
...............................................\...............\.....\...\STEPSON.M,2214,2000-06-16
...............................................\...............\.....\...\STEPWISE.M,3447,2000-06-16
...............................................\...............\.....\...\SWT01.MAT,8026,1996-05-22
...............................................\...............\.....\...\SWT05.MAT,8026,1996-05-21
...............................................\...............\.....\NNET
...............................................\...............\.....\....\DRAWNN.M,1904,2000-10-25
...............................................\...............\.....\....\KOLMOG.M,2724,2002-10-11
...............................................\...............\.....\....\KOLNORM.M,1830,2002-10-11
...............................................\...............\.....\....\KOLSMIR.MAT,764,1999-01-25
...............................................\...............\.....\....\LEVMARQ.M,11001,2000-10-25
...............................................\...............\.....\....\LINFIT.M,2120,2002-10-11
...............................................\...............\.....\....\LMEVAL.M,3083,2000-10-25
...............................................\...............\.....\....\NNMODEL.M,34771,2002-06-21
...............................................\...............\.....\....\NNPRED.M,2416,2000-10-25
...............................................\...............\.....\....\PMNTANH.M,720,2000-10-25
...............................................\...............\.....\....\RANGENEW.M,1774,2000-10-25
...............................................\...............\.....\PCR
...............................................\...............\.....\...\PCRCV.M,6078,2000-06-16
...............................................\...............\.....\...\PCREV.M,3200,2000-06-16
...............................................\...............\.....\...\PCRPRED.M,2682,2000-06-16
...............................................\...............\.....\...\PCRSEL.M,3596,2000-06-16
...............................................\...............\.....\...\PCRUVE.M,5181,2000-06-16
...............................................\...............\.....\...\PCRUVECV.M,4642,2000-06-16
...............................................\...............\.....\PLS
...............................................\...............\.....\...\PLSCV.M,4129,2000-06-16
...............................................\...............\.....\...\PLSCVSIM.M,4037,2000-06-16
...............................................\...............\.....\...\PLSCVWIM.M,3619,2000-06-16
...............................................\...............\.....\...\PLSEV.M,3946,2000-06-16
...............................................\...............\.....\...\PLSPERT.M,5681,2000-06-16
...............................................\...............\.....\...\PLSPRED.M,2568,2000-06-16
...............................................\...............\.....\...\PLSSIM.M,4052,2000-06-16
...............................................\...............\.....\...\PLSUVECV.M,6420,2000-06-16
...............................................\...............\.....\...\RCEPLS.M,12440,2000-06-16
...............................................\...............\.....\STATS
...............................................\...............\.....\.....\DURBIN.M,1986,2002-10-11
...............................................\...............\.....\.....\KOLMOG.M,2716,2002-10-11
...............................................\...............\.....\.....\KOLNORM.M,1844,2002-10-11
...............................................\...............\.....\.....\KOLSMIR.MAT,764,1999-01-25
...............................................\...............\.....\.....\LINFIT.M,2128,2002-10-11
...............................................\...............\.....\.....\NONL_DET.M,4536,2002-10-11
...............................................\...............\.....\.....\RUN_TEST.M,2489,2002-10-11
...............................................\...............\STANDARD
...............................................\...............\........\CLUSTER
...............................................\...............\........\.......\HOPKINS.M,5637,2002-06-14
...............................................\...............\........\INSPECT
...............................................\...............\........\.......\RANDTEST.M,2853,2002-06-14
...............................................\...............\........\.......\RMS.M,1251,2000-09-06
...............................................\...............\........\MISSING
...............................................\...............\........\.......\inimiss.m,574,2000-10-30
...............................................\...............\........\.......\mmean.m,386,2000-10-30
...............................................\...............\........\.......\mpls.m,2147,2000-10-30
...............................................\...............\........\.......\mstd.m,291,2000-10-30
...............................................\...............\........\.......\msvd.m,1668,2000-10-30
...............................................\...............\........\.......\msvdcv.m,1261,2000-10-30
...............................................\...............\........\.......\mvar.m,448,2000-10-30
...............................................\...............\........\OUTLIER
...............................................\...............\........\.......\GRU_DIX.M,8517,2002-06-14
...............................................\...............\........\.......\HADI.M,4365,2002-06-14
...............................................\...............\........\.......\HOTELOR.M,5303,2000-10-23
...............................................\...............\........\.......\mahcal.m,2053,2002-06-14
...............................................\...............\........\.......\RAO.M,1190,2002-06-14
...............................................\...............\........\.......\RAO_GRU.M,4014,2002-06-14
...............................................\...............\........\PCA
...............................................\...............\........\...\KPCA.M,1918,2002-06-14
...............................................\...............\........\...\SFA.M,4526,2002-06-14
...............................................\...............\........\...\SVD2.M,1824,2002-06-14
...............................................\...............\........\POTFUNC
...............................................\...............\........\.......\CENTPF.M,6312,2002-06-14
...............................................\...............\........\.......\CRITICV.M,7550,2002-06-14
...............................................\...............\........\.......\GAUSPF.M,2138,2002-06-14
...............................................\...............\........\.......\LOOPF.M,3839,2002-06-14
...............................................\...............\........\.......\POTENF.M,4213,2002-06-14
...............................................\...............\........\.......\SMOOTH.M,4440,2002-06-14
...............................................\...............\........\.......\TRIANPF.M,2180,2002-06-14
...............................................\...............\........\PREPROC
...............................................\...............\........\.......\DETREND.M,1346,2002-06-14