%
%?Regression?Toolbox?for?Matlab?-?Version?1.1
%
%?See?“Multivariate?Regression?-?Techniques?and?Tools“
%?HUT?Control?Engineering?Laboratory?Report?125?2003?（2nd?edition）
%
%?Heikki?Hyotyniemi?June?1?2003
%
%
%?Preprocessing?commands:
%???regrCenter??-??Mean?centering?of?data
%???regrScale???-??Normalization?variable?variances?getting?scaled
%???regrWeight??-??Weighting?of?data?samples
%???regrWhiten??-??“Whitening“?of?data:?covariance?becomes?identity?matrix
%???regrFixval??-??Iterative?fixing?of?missing?data?values
%
%?Cluster?management:
%???regrFDA?????-??Fisher?Discriminant?Analysis?for?distinguishing?between?clusters
%???regrForm????-??Histogram?equalization?（or?deformation）?model?construction
%???regrDeform??-??Histogram?equalization?model?application?
%???regrEM??????-??Expectation?Maximization?clustering
%???regrKM??????-??K-Means?clustering?of?data
%???regrOutl????-??Visual?outlier?detection
%
%?Structure?refinement:
%???regrPCA?????-??Standard?Principal?Component?Analysis
%???regrPLS?????-??Partial?Least?Squares?analysis?formulated?as?an?eigenproblem
%???regrCR??????-??Continuum?regression?basis?determination
%???regrCCA?????-??Canonical?Correlation?Analysis
%???regrICA?????-??Independent?Component?Analysis
%???regrRBFN????-??Radial?Basis?Function?Network?construction
%
%?Model?construction?and?regression:
%???regrMLR?????-??Multi-Linear?Regression
%???regrMLRC????-??Multi-Linear?Regression?with?linear?constraints
%???regrOLS?????-??Orthogonal?Least?Squares?algorithm
%???regrTLS?????-??Total?Least?Squares?regression
%???regrRR??????-??Ridge?Regression
%???regrRBFR????-??Radial?Basis?Function?Regression
%
%?Functions?for?dynamic?systems:
%???regrBal?????-??Balancing?and?reducing?a?dynamic?state-space?system
%???regrIdent???-??Black-box?identification?of?ARX?models
%???regrSSI?????-??SubSpace?Identification?of?dynamic?systems
%???regrSSSI????-??Stochastic?SubSpace?Identification?of?dynamic?systems
%
%?Iterative?demonstration?algorithms:
%???regrHAH?????-??Hebbian?-?Anti-Hebbian?regression
%???regrPPCA????-??PCA?using?the?power?method
%???regrGHA?????-??PCA?using?the?Generalized?Hebbian?Algorithm
%???regrIICA????-??“Interactive“?ICA
%
%?Analysis?and?visualization:
%???regrCrossval????-??Cross-validation?of?the?model
%???regrShowClust???-??Visualize?the?structure?of?clustered?data
%???regrKalman??????-??Implement?discrete-time?Kalman?filter
%???regrKalm????????-??Implement?stochastic?discrete-time?Kalman?filter
%???regrAskOrder????-??Visual?tool?for?model?order?determination
%
%?Test?material:
%???dataXY??????????-??Generate?random?input-output?data
%???dataClust???????-??Generate?random?clustered?data
%???dataIndep???????-??Generate?data?consisting?of?independent?signals
%???dataDyn?????????-??Generate?random?dynamic?data
%???dataHeatExch????-??Heat?exchanger?data
%???dataEmotion?????-??Voice?signal?data.
%

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件???????2942??2003-07-08?23:11??matlab回歸分析工具箱RegressionToolbox\Contents.m

?????文件???????1116??2002-12-31?19:57??matlab回歸分析工具箱RegressionToolbox\dataClust.m

?????文件???????1268??2004-09-25?14:44??matlab回歸分析工具箱RegressionToolbox\dataDyn.m

?????文件?????840477??2001-07-16?11:08??matlab回歸分析工具箱RegressionToolbox\dataEmotion.m

?????文件??????35563??2001-07-02?16:13??matlab回歸分析工具箱RegressionToolbox\dataHeatExch.m

?????文件???????1817??2002-12-31?19:59??matlab回歸分析工具箱RegressionToolbox\dataIndep.m

?????文件???????1388??2002-12-31?19:58??matlab回歸分析工具箱RegressionToolbox\dataXY.m

?????文件???????1242??2002-12-31?19:51??matlab回歸分析工具箱RegressionToolbox\regrAskOrder.m

?????文件???????2426??2004-10-17?23:11??matlab回歸分析工具箱RegressionToolbox\regrBal.m

?????文件???????1691??2004-10-17?23:12??matlab回歸分析工具箱RegressionToolbox\regrCCA.m

?????文件????????547??2004-10-17?23:15??matlab回歸分析工具箱RegressionToolbox\regrCenter.m

?????文件???????1266??2004-10-17?23:16??matlab回歸分析工具箱RegressionToolbox\regrCR.m

?????文件???????1070??2004-10-17?23:16??matlab回歸分析工具箱RegressionToolbox\regrCrossVal.m

?????文件???????1193??2004-10-17?23:16??matlab回歸分析工具箱RegressionToolbox\regrDeform.m

?????文件???????1763??2002-12-31?19:35??matlab回歸分析工具箱RegressionToolbox\regrEM.m

?????文件???????1114??2002-12-31?19:34??matlab回歸分析工具箱RegressionToolbox\regrFDA.m

?????文件???????1154??2004-10-17?23:17??matlab回歸分析工具箱RegressionToolbox\regrFix.m

?????文件???????2052??2002-12-31?19:33??matlab回歸分析工具箱RegressionToolbox\regrForm.m

?????文件???????1540??2003-07-27?00:21??matlab回歸分析工具箱RegressionToolbox\regrGHA.m

?????文件???????1459??2004-10-17?22:56??matlab回歸分析工具箱RegressionToolbox\regrHAH.m

?????文件???????1352??2004-10-17?23:19??matlab回歸分析工具箱RegressionToolbox\regrICA.m

?????文件???????1156??2004-10-17?23:19??matlab回歸分析工具箱RegressionToolbox\regrIdent.m

?????文件???????2172??2004-10-17?23:19??matlab回歸分析工具箱RegressionToolbox\regrIICA.m

?????文件????????980??2003-02-20?11:04??matlab回歸分析工具箱RegressionToolbox\regrKalm.m

?????文件???????2309??2004-10-17?23:20??matlab回歸分析工具箱RegressionToolbox\regrKalman.m

?????文件???????1240??2002-12-31?19:35??matlab回歸分析工具箱RegressionToolbox\regrKM.m

?????文件????????818??2004-10-17?23:21??matlab回歸分析工具箱RegressionToolbox\regrMLR.m

?????文件???????1365??2004-10-17?23:22??matlab回歸分析工具箱RegressionToolbox\regrMLRC.m

?????文件????????623??2004-10-17?23:22??matlab回歸分析工具箱RegressionToolbox\regrOLS.m

?????文件???????3710??2002-12-31?19:23??matlab回歸分析工具箱RegressionToolbox\regrOutl.m

............此處省略19個文件信息