T11simCont.sce SIMULATION OF THE SECOND ORDER REGRESSION MODEL T13simDisc.sce SIMULATION OF DISCRETE MODEL T14simState.sce SIMULATION WITH RM IN A STATE-SPACE FORM T15simRegSt.sce COMPARISON OF RM AND STATE-SPACE SIMULATION T15simState.sce SIMULATION WITH RM IN A STATE-SPACE FORM T17simMix.sce SIMULATION OF A MIXTURE WITH REGRESSION COMPONENTS T21estCont_LS.sce ESTIMATION OF 2ND ORDER REGRESSION MODEL T22estCont_B.sce ESTIMATION OF REGRESSION MODEL WITH MODEL MISMATCH T22estCont_real.sce ESTIMATION OF REGRESSION MODEL WITH REAl DATA T23estDisc.sce ESTIMATION OF DISCRETE MODEL T24iniCoin.sce INITIALIZATION WITH A COIN MODEL T24iniReg.sce INITIALIZATION WITH REGRESSION MODEL T31preCont.sce NP-STEP PREDICTION WITH CONTINUOUS MODEL (KNOWN PARAMETERS) T32preCont_Adapt.sce NP-STEP PREDICTION WITH CONTINUOUS MODEL (WITH ESTIMATION) T32preCont_Adapt2.sce NP-STEP PREDICTION WITH CONTINUOUS MODEL (STRUCTURE MISMATCH) T32preCont_Adapt3.sce NP-STEP PREDICTION WITH CONTINUOUS MODEL (REAL DATA) T33preCat.sce PREDICTION WITH DISCRETE MODEL T34preCat_OffEst.sce PREDICTION WITH DISCRETE MODEL (OFF-LINE ESTIMATION) T35preCat_OnEst.sce PREDICTION WITH DISCRETE MODEL (ON-LINE ESTIMATION) T46statEst_KF.sce STATE ESTIMATION (KALMAN FILTER) T47statEst_Noise.sce KALMAN AS A NOISE FILTER T48statEst_NL.sce STATE ESTIMATION WITH MODEL WITH UNKNOWN PARAMETER T48statEst_Par.sce STATE ESTIMATION WITH NON LINEAR MODEL T50ctrlMinVar.sce MINIMUM VARIANCE CONTROL T51ctrlCont.sce DYNAMIC PROGRAMMING FOR THE FIRST ORDER RGRESSION MODEL T52ctrlDisc.sce CONTROL WITH DISCTRETE DYNAMIC MODEL T53ctrlX.sce CONTROL WITH SCALAR 1ST ORDER REGRESSION MODEL T54ctrlXEst.sce CONTROL WITH REGRESSION MODEL IN STATE FORM T61classKn.sce CLASIFICATION WITH KNOWN COMPONENTS T62classUnKn.sce CLASIFICATION WITH A TEACHER (KNOWN POINTER VALUES) T63EM_C.sce EM-LIKE ALGORITHM (INITIAL COMPONENTS) T63EM_Pt.sce EM-LIKE ALGORITHM (INITIAL POINTER) - BAD APPROACH T64Mix1Reg.sce MIXTURE ESTIMATION (REGRESSION COMPONENTS) T64Mix2Reg.sce MIXTURE ESTIMATION WITH STATIC REGRESSION COMPONENTS T64Mix3Ber.sce MIXTURE ESTIMATION (BERNOULLI COMPONETS) T64Mix3Bin.sce MIXTURE ESTIMATION (BINOMIAL COMPONETS) T64Mix3Cat.sce MIXTURE ESTIMATION (CATEGORICAL COMPONETS) T65naiveB1_sim.sce NAIVE BAYES CLASSIFICATION (KNOWN COMPONENTS) T65naiveB2_hair.sce NAIVE BAYES CLASSIFICATION (DATA HEIR) T65naiveB2_iris.sce NAIVE BAYES CLASSIFICATION WITH IRIS DATA T66logReg.sce LOGISTIC REGRESSION T67poiReg.sce POISSON REGRESSION T68negbinReg.sce NEGATIVE BINOMIAL REGRESSION